#encoder market share

[mordormr]

Understanding the Encoder Market: Driving Precision in Automation and Beyond

The Encoder Market Size is projected to be valued at USD 3.08 billion in 2024 and is expected to grow to USD 4.5 billion by 2029, with a compound annual growth rate (CAGR) of 7.91% during the forecast period (2024-2029).

Market Overview:

The encoder market is experiencing strong growth, driven by advancements in automation, robotics, and Industry 4.0. Encoders are critical for providing accurate position and motion feedback in various industrial applications. With industries increasingly adopting smart manufacturing solutions, the demand for encoders is expected to see a substantial rise.

Key Growth Drivers:

Adoption of Automation and Robotics: The shift toward automation in manufacturing, warehousing, and logistics is one of the primary drivers of the encoder market. As companies seek to enhance efficiency and reduce human intervention, encoders play a crucial role in providing precise motion control.

Industry 4.0: The ongoing trend of smart manufacturing, or Industry 4.0, is boosting the demand for advanced sensing and control technologies, such as encoders, to ensure efficient and error-free processes.

Growing Demand in Automotive and Aerospace: Encoders are used extensively in automotive and aerospace industries for applications such as engine control, braking systems, and automated assembly lines. The need for accuracy and reliability in these sectors fuels encoder market growth.

Medical Device Innovation: Encoders are increasingly used in medical devices for diagnostic equipment, robotic surgery, and patient care systems, contributing to the sector's expansion.

Rising Popularity of IoT Devices: The rise of IoT-enabled devices has increased the need for precise motion and position sensing, as encoders are critical for many smart devices, including home automation products and security systems.

Regional Market Insights:

North America: The region is witnessing rapid growth in automation and Industry 4.0, especially in sectors like manufacturing, automotive, and medical devices.

Europe: Known for its advancements in industrial automation, Europe has a strong demand for high-precision encoders, driven by industries like aerospace, robotics, and automotive.

Asia-Pacific: As the largest manufacturing hub, Asia-Pacific is seeing increasing demand for encoders in sectors like electronics, automotive, and semiconductors, with China and Japan leading the charge in adopting automation technologies.

Future Trends:

Miniaturization: With the increasing demand for smaller and more compact devices, encoders are becoming more miniaturized while maintaining high accuracy and reliability.

Wireless and IoT Integration: Encoders with wireless capabilities and IoT integration are becoming popular, allowing for real-time data monitoring and remote operation in smart factories.

Artificial Intelligence (AI) in Control Systems: AI-powered control systems are expected to work alongside encoders to enhance the automation process, predict machine failures, and optimize efficiency.

Customization: There is a growing demand for customized encoders tailored to specific industrial applications, allowing businesses to enhance productivity while reducing costs.

Conclusion:

As industries continue to push the boundaries of automation, precision control systems like encoders are becoming indispensable. The encoder market is poised for significant growth, with advancements in technology, the rise of Industry 4.0, and the increasing use of robotics driving demand. From manufacturing to healthcare, encoders are playing a crucial role in enhancing operational efficiency, ensuring accuracy, and supporting the next wave of industrial transformation.

For a detailed overview and more insights, you can refer to the full market research report by Mordor Intelligence https://www.mordorintelligence.com/industry-reports/encoder-market  

[linkyu]

tell me about your defense contract pleage

Oh boy!

To be fair, it's nothing grandiose, like, it wasn't about "a new missile blueprint" or whatever, but, just thinking about what it could have become? yeesh.

So, let's go.

For context, this is taking place in the early 2010s, where I was working as a dev and manager for a company that mostly did space stuff, but they had some defence and security contracts too.

One day we got a new contract though, which was... a weird one. It was state-auctioned, meaning that this was basically a homeland contract, but the main sponsor was Philip Morris. Yeah. The American cigarette company.

Why? Because the contract was essentially a crackdown on "illegal cigarette sales", but it was sold as a more general "war on drugs" contract.

For those unaware (because chances are, like me, you are a non-smoker), cigarette contraband is very much a thing. At the time, ~15% of cigarettes were sold illegally here (read: they were smuggled in and sold on the street).

And Phillip Morris wanted to stop that. After all, they're only a small company worth uhhh... oh JFC. Just a paltry 150 billion dollars. They need those extra dollars, you understand?

Anyway. So they sponsored a contract to the state, promising that "the technology used for this can be used to stop drug deals too". Also that "the state would benefit from the cigarettes part as well because smaller black market means more official sales means a higher tax revenue" (that has actually been proven true during the 2020 quarantine).

Anyway, here was the plan:

Phase 1 was to train a neural network and plug it in directly to the city's video-surveillance system, in order to detect illegal transactions as soon as they occur. Big brother who?

Phase 2 was to then track the people involved in said transaction throughout the city, based on their appearance and gait. You ever seen the Plainsight sheep counting video? Imagine something like this but with people. That data would then be relayed to police officers in the area.

So yeah, an automated CCTV-based tracking system. Because that's not setting a scary precedent.

So what do you do when you're in that position? Let me tell you. If you're thrust unknowingly, or against your will, into a project like this,

Note. The following is not a legal advice. In fact it's not even good advice. Do not attempt any of this unless you know you can't get caught, or that even if you are caught, the consequences are acceptable. Above all else, always have a backup plan if and when it backfires. Also don't do anything that can get you sued. Be reasonable.

Let me introduce you to the world of Corporate Sabotage! It's a funny form of striking, very effective in office environments.

Here's what I did:

First of all was the training data. We had extensive footage, but it needed to be marked manually for the training. Basically, just cropping the clips around the "transaction" and drawing some boxes on top of the "criminals". I was in charge of several batches of those. It helped that I was fast at it since I had video editing experience already. Well, let's just say that a good deal of those markings were... not very accurate.

Also, did you know that some video encodings are very slow to process by OpenCV, to the point of sometimes crashing? I'm sure the software is better at it nowadays though. So I did that to another portion of the data.

Unfortunately the training model itself was handled by a different company, so I couldn't do more about this.

Or could I?

I was the main person communicating with them, after all.

Enter: Miscommunication Master

In short (because this is already way too long), I became the most rigid person in the project. Like insisting on sharing the training data only on our own secure shared drive, which they didn't have access to yet. Or tracking down every single bug in the program and making weekly reports on those, which bogged down progress. Or asking for things to be done but without pointing at anyone in particular, so that no one actually did the thing. You know, classic manager incompetence. Except I couldn't be faulted, because after all, I was just "really serious about the security aspect of this project. And you don't want the state to learn that we've mishandled the data security of the project, do you, Jeff?"

A thousand little jabs like this, to slow down and delay the project.

At the end of it, after a full year on this project, we had.... a neural network full of false positives and a semi-working visualizer.

They said the project needed to be wrapped up in the next three months.

I said "damn, good luck with that! By the way my contract is up next month and I'm not renewing."

Last I heard, that city still doesn't have anything installed on their CCTV.

tl;dr: I used corporate sabotage to prevent automated surveillance to be implemented in a city--

hey hold on

wait

what

HEY ACTUALLY I DID SOME EXTRA RESEARCH TO SEE IF PHILLIP MORRIS TRIED THIS SHIT WITH ANOTHER COMPANY SINCE THEN AND WHAT THE FUCK

HUH??????

well what the fuck was all that even about then if they already own most of the black market???

[house-of-mirrors]

I posted the fic about the Bazaar as a modern publishing company. Now I need to write about modern AU calendar council. Specifically thinking about cyberpunk dystopia (not necessarily the neon future!)

January maintains a free online library full of texts and articles, fighting against the paywall culture of academia and censorship. Also a skilled hacker targeting energy systems to draw attention to infrastructure vulnerabilities caused by the failings of neoliberalism.

February leaks information to the worldwide media at the most opportune times to incite unrest. On the side, she's quite good at online gaming tournaments and has an intense rivalry with user knifeandcandle.

March is an online persona maintained by several individuals to reduce the risk of compromise in the great game which has been taken to the next level by technology. Behind the development of several "leaky" apps, spyware, and wiretaps.

April has no online presence, off the grid for her safety after her role in a costly attack to physically destroy servers at powerful companies. In a world of increased surveillance, she lurks somewhere outside the city with no cameras. You can, however, contact her on clear nights over radio waves, with encoded transmissions.

May is rumored to be one of the very first shareholders for Bazaar Publishing. This aside, has a telehealth webpage that's the height of the spiral with redirecting links, popups, eyestrain colors, and recommendations that seem too personal. Ads pop up during your regular browsing, similar to seeing the merry gentleman about. It's nearly impossible to get an actual appointment unless they email you first, confirming a stay you never reserved. The hotel has bowling alley carpeting and neon lights. I feel like it should have an arcade.

June is the founder of a secretive engineering and technology startup, rumored to be taking funding from shady sources in the private sector. Little is known about her wherabouts or activities, except her last known IP address was at a testing site on a remote island.

July is a whistleblower, leaking confidential documents and warning the public about transactions and political schemes that can lead to their destruction. Fighting a constant war against misinformation, in which she works closely with September.

August is active on twitter and reddit. I don't need to say more. He also promotes accessibility in technology and the web.

September has a podcast and is constantly finding new ways to bypass censors and promote truthful news sources. He runs a blog dedicated to history and culture, where he also shares his poetry. This man is so anti-advertisements.

October is a merciless hacker. Rumors persist she's so skilled and uncatchable because she found a way to project her consciousness into the computer. Several of the most costly ransomware and DDOS attacks bear her signature.

November operates on the black market, overseeing illegal commerce. She works not only in arms dealing and contraband, but in getting restricted supplies to places that need help.

December is an enigmatic figure of the dark web that no one has ever seen or heard, someone you can't contact but rather contacts you through heavily encrypted txt files, identifiable only through a borzoi icon. Some say they're just a myth or a virus. Some say they're an alien, tapping into satellites.

[fatehbaz]

In the ruins, ‘master narratives of history as progress decompose into the tense confabulations of a continuously remembered past that hits the present like a nervous shock’ [...]. The ghosts of this past rear up in the ruin, they are the debris of unprecedented material destruction [...] ‘the “trash” of history’ [...]. Forgetting this carnage [would be to support] the myth of [...] progress [...]. But the ruins remember [...], revealing the fragility of the social order. [...] Hauntings rupture linear temporality, inconveniently bring forth energies, which have supposedly been extinguished and forgotten. [...] Cities [and places, generally] seem to becoming increasingly regulated. In the transformation towards a service economy during the 1980s [in Britain], [...] [o]ld industrial sites were turned into shopping centres, retails parks and leisure sites. [...] There is then, in the drive to market places, [...] an aesthetic imperative to smooth over the cracks [...], and to fix the past, so that it does not intrude into an imagined linear future. [...] In cahoots with [...] marketeers, they suggest that the past is a distant, romantic echo that resounds faintly in museums [...]. Yet the ruins shout back at the refurbished urban text. [...] [T]hey haunt the city, for the unofficial past cannot be exorcised [...]. Ruins are sites where we can construct alternative stories to decentre commodified, official [...] descriptions, and [...] keep the past opened [...]. Counter-memories can be articulated in ruins, narratives that talk back to the smoothing over of difference. Away from the commercial and bureaucratic spaces of the city, ghosts proliferate where order diminishes. Ruins are [...] especially important, because [...] it is ‘essential to see the things and the people who are primarily unseen and banished to the periphery of our social graciousness.’

Text above by: Tim Edensor. “Haunting in the ruins: matter and immateriality.” Space and Culture Issue 11, pages 42-50. January 2002. [Bold emphasis added by me.]

-

-

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[T]he contemporary Western city [...] [is] the site of [...] regulatory regimes concerned with strategies of surveillance and aesthetic monitoring [...]. The modern city can never become a wholly Appollonian, seamlessly regulated realm for it continues to be haunted by the neglected, the disposed of, and the repressed [...]. Within the interstices of the city there are a host of other spaces, part of a “wild zone”, a “[…] site […] which avoids the objective processes of ordered territorialisation […]”.

Staged […] through the intensified mediatisation and commodification of popular sites, myths, and icons […], mediated imaginary geographies circulate through adverts, soap operas, ‘classic’ rock stations [...] typically drenched in […] ideologies. […] These exhibitions memorialise culture via ‘publicly sanctioned narratives’ and institutionalised rhetoric [...]. [I]n which people are encoded and contextualied, categorised and narrated.

Accordingly, ruins are places from which other memories can be articulated, from which “the things and the people who are primarily unseen and banished to the periphery of our social graciousness” [...] may be encountered. [...]

[T]he outmoded object can become charged [...] with a certain power, and "might spark a brief profane illumination of a past productive mode, social formation, and structure of feeling -- an uncanny return of a historically repressed moment" [...]. Thus we might stumble across seemingly archaic decor or furniture, [...] toys, and mascots of yesteryear [...], the debris of discarded fashions [...]. Although such objects [may] seem [...] absurd or comical, they may bring back knowledge, tastes, and sensations [...]. This was debris which was enfolded into the mundaneity of a shared everyday [...].

Along with other places on the margins of regulated space, industrial ruins are “points of transition, passages [...], moments of magic that exist at the interstices of modernity” […]. Modern attempts to cleanse, banish ambiguity, and order the memory of space are always disturbed by such disorderly spaces and by the ghosts they contain, who refuse to rest quietly, [...] a “spectral [...] residue“ which haunts dominant ways of seeing and being [...].

In contradistinction to the fixed memories [...] and to the imaginary linearities proposed by hegemonic […] memories, these ghosts foreground ambiguity, polysemy, and multiplicity, enabling us to “disrupt the signifying chains of legitimacy [...].” Although it is often overcoded and regulated, the city nevertheless contains multitudinous scraps from which alternative stories might be assembled. […] In spaces such as industrial ruins, the excessive debris confronted constitutes material for multiple modes of narration about the past: “the debris of shipwrecked histories still today raise up the ruins of an unknown, strange city. They burst forth within the modernist, massive, homogenous city like slips of the tongue from an unknown, perhaps unconscious, language” [...].

This kind of remembering implies an ethics about confronting and understanding otherness (here, the alterity of the past) which is tactile, imaginative […].

---

Text by: Tim Edensor. “The ghosts of industrial ruins: ordering and disordering memory in excessive space.” Environment and Planning D: Society and Space Volume 23, pages 829-849. 2005. [Bold emphasis and some paragraph breaks/contractions added by me.]

[blubberquark]

Share Your Anecdotes: Multicore Pessimisation

I took a look at the specs of new 7000 series Threadripper CPUs, and I really don't have any excuse to buy one, even if I had the money to spare. I thought long and hard about different workloads, but nothing came to mind.

Back in university, we had courses about map/reduce clusters, and I experimented with parallel interpreters for Prolog, and distributed computing systems. What I learned is that the potential performance gains from better data structures and algorithms trump the performance gains from fancy hardware, and that there is more to be gained from using the GPU or from re-writing the performance-critical sections in C and making sure your data structures take up less memory than from multi-threaded code. Of course, all this is especially important when you are working in pure Python, because of the GIL.

The performance penalty of parallelisation hits even harder when you try to distribute your computation between different computers over the network, and the overhead of serialisation, communication, and scheduling work can easily exceed the gains of parallel computation, especially for small to medium workloads. If you benchmark your Hadoop cluster on a toy problem, you may well find that it's faster to solve your toy problem on one desktop PC than a whole cluster, because it's a toy problem, and the gains only kick in when your data set is too big to fit on a single computer.

The new Threadripper got me thinking: Has this happened to somebody with just a multicore CPU? Is there software that performs better with 2 cores than with just one, and better with 4 cores than with 2, but substantially worse with 64? It could happen! Deadlocks, livelocks, weird inter-process communication issues where you have one process per core and every one of the 64 processes communicates with the other 63 via pipes? There could be software that has a badly optimised main thread, or a badly optimised work unit scheduler, and the limiting factor is single-thread performance of that scheduler that needs to distribute and integrate work units for 64 threads, to the point where the worker threads are mostly idling and only one core is at 100%.

I am not trying to blame any programmer if this happens. Most likely such software was developed back when quad-core CPUs were a new thing, or even back when there were multi-CPU-socket mainboards, and the developer never imagined that one day there would be Threadrippers on the consumer market. Programs from back then, built for Windows XP, could still run on Windows 10 or 11.

In spite of all this, I suspect that this kind of problem is quite rare in practice. It requires software that spawns one thread or one process per core, but which is deoptimised for more cores, maybe written under the assumption that users have for two to six CPU cores, a user who can afford a Threadripper, and needs a Threadripper, and a workload where the problem is noticeable. You wouldn't get a Threadripper in the first place if it made your workflows slower, so that hypothetical user probably has one main workload that really benefits from the many cores, and another that doesn't.

So, has this happened to you? Dou you have a Threadripper at work? Do you work in bioinformatics or visual effects? Do you encode a lot of video? Do you know a guy who does? Do you own a Threadripper or an Ampere just for the hell of it? Or have you tried to build a Hadoop/Beowulf/OpenMP cluster, only to have your code run slower?

I would love to hear from you.

[and-then-there-were-n0ne]

There’s a tendency — a passive acceptance that belongs somewhere along a continuum between faith and negligence — to assume that Google is merely a benign, disinterested gatekeeper of a vast repository of information. But nothing could be further from the truth. The reality is that the near-monopolistic control of information in our society resides with an explicitly progressive technology company. This week’s release of Google Gemini, a Large Language Model with a chat interface that is also capable of generating images, couldn’t make this more clear.

As you can probably gather by scrolling through the hilariously, appallingly, and ominously woke image examples I’ve provided, Google has coded Gemini’s AI in such a way that specific qualifications are added to any user prompt, so that the results conform to delicate modern sensibilities and the whims of modern DEI obsessions by ensuring that “diverse ethnicities and genders” are featured. [...] The images created are so preposterous, so comically insulting to the truth, that it’s tempting to assume we’re being trolled. But we’re not. And this is serious, because Google is clearly capable of completely shifting perceptions of history in the blink of an eye.

The text-generating aspect of Gemini is no less dangerous, and every bit as tainted with a paternalistic, shockingly heavy-handed encoded ultra-progressive bias. Questions conflicting with progressive assumptions either go unanswered, or users are simply fed straight up lies. It’s an attempt by a group of fringe upper-class wokes to control information and feed unwitting users only knowledge fit for the progressive vision of society. And it is strongly reminiscent of what Matthew Crawford once described as “a cadre of subtle dia­lecticians working at a meta-level on the formal conditions of thought, nudging the populace through a cognitive framing operation to be conducted beneath the threshold of explicit argument.” These subtle dia­lecticians make subtle changes to the information we see, but in aggregate they shape our entire world.

It would be unwise to assume that because the launch of Gemini has been widely derided as a massive and amusing faceplant that it will ultimately go down as a failed joke. Google is already retooling the image generator, and the “this response has been checked by a human” note that appears when you ask the chat interface a question suggests a process for tweaking “bad responses.”

Some people will no doubt dismiss concerns about Gemini by pointing out that there are other Large Language Models available. But this is ignorant. It cannot be emphasized enough how powerful and widely used Google is.

Google’s search market share is 91.47%. By comparison, Bing’s is 3.43%.1

The company handles a whopping 99,000 searches per second, totaling over 8.5 billion daily.

Google is by far the biggest mobile operating system in the world. As of May 2022, there were over three billion active monthly Android devices, with more than a billion new Android phones activated in the previous year alone.

Google’s search index includes about 400 billion webpages.

The point is that Google’s immense market leverage cannot be ignored. And as a conveniently available AI embedded within the same programs most Americans already use, its market penetration is instantly far deeper than any competitor’s. Furthermore, as National Review’s Jeffrey Blehar points out, Google is widely used in schools, often with licensing technology. It’s not difficult to envision Gemini, which is likely to become the most powerful epistemological technology ever created, turning into a pervasive “free” resource that students are regularly guided to once the use of AI becomes an officially approved “learning tool.” And it will be regarded as authoritative not only because of the influence Google wields, but also because of the convenience in receiving direct answers without the need for further research.

You don’t need me to tell you that none of this bodes well for the future. Make no mistake about it: Google intends this program to shape our understanding of the world. We’re talking about fundamental questions concerning who will determine which interpretation of reality will be programmed into generative technology, and who does the programming. And we’re beginning to realize how easily our sense of reality can become radically, hopelessly compromised by a relatively small handful of progressive ideologues.

1 YouTube, which Google owns, is the world’s second most popular search engine. As early as 2009, search volume on YouTube outstripped Yahoo!’s by 50% and Bing’s by 150%.

[govindhtech]

Genio 510: Redefining the Future of Smart Retail Experiences

Genio IoT Platform by MediaTek

Genio 510

Manufacturers of consumer, business, and industrial devices can benefit from MediaTek Genio IoT Platform’s innovation, quicker market access, and more than a decade of longevity. A range of IoT chipsets called MediaTek Genio IoT is designed to enable and lead the way for innovative gadgets. to cooperation and support from conception to design and production, MediaTek guarantees success. MediaTek can pivot, scale, and adjust to needs thanks to their global network of reliable distributors and business partners.

Genio 510 features

Excellent work

Broad range of third-party modules and power-efficient, high-performing IoT SoCs

AI-driven sophisticated multimedia AI accelerators and cores that improve peripheral intelligent autonomous capabilities

Interaction

Sub-6GHz 5G technologies and Wi-Fi protocols for consumer, business, and industrial use

Both powerful and energy-efficient

Adaptable, quick interfaces

Global 5G modem supported by carriers

Superior assistance

From idea to design to manufacture, MediaTek works with clients, sharing experience and offering thorough documentation, in-depth training, and reliable developer tools.

Safety

IoT SoC with high security and intelligent modules to create goods

Several applications on one common platform

Developing industry, commercial, and enterprise IoT applications on a single platform that works with all SoCs can save development costs and accelerate time to market.

MediaTek Genio 510

Smart retail, industrial, factory automation, and many more Internet of things applications are powered by MediaTek’s Genio 510. Leading manufacturer of fabless semiconductors worldwide, MediaTek will be present at Embedded World 2024, which takes place in Nuremberg this week, along with a number of other firms. Their most recent IoT innovations are on display at the event, and They’ll be talking about how these MediaTek-powered products help a variety of market sectors.

They will be showcasing the recently released MediaTek Genio 510 SoC in one of their demos. The Genio 510 will offer high-efficiency solutions in AI performance, CPU and graphics, 4K display, rich input/output, and 5G and Wi-Fi 6 connection for popular IoT applications. With the Genio 510 and Genio 700 chips being pin-compatible, product developers may now better segment and diversify their designs for different markets without having to pay for a redesign.

Numerous applications, such as digital menus and table service displays, kiosks, smart home displays, point of sale (PoS) devices, and various advertising and public domain HMI applications, are best suited for the MediaTek Genio 510. Industrial HMI covers ruggedized tablets for smart agriculture, healthcare, EV charging infrastructure, factory automation, transportation, warehousing, and logistics. It also includes ruggedized tablets for commercial and industrial vehicles.

The fully integrated, extensive feature set of Genio 510 makes such diversity possible:

Support for two displays, such as an FHD and 4K display

Modern visual quality support for two cameras built on MediaTek’s tried-and-true technologies

For a wide range of computer vision applications, such as facial recognition, object/people identification, collision warning, driver monitoring, gesture and posture detection, and image segmentation, a powerful multi-core AI processor with a dedicated visual processing engine

Rich input/output for peripherals, such as network connectivity, manufacturing equipment, scanners, card readers, and sensors

4K encoding engine (camera recording) and 4K video decoding (multimedia playback for advertising)

Exceptionally power-efficient 6nm SoC

Ready for MediaTek NeuroPilot AI SDK and multitasking OS (time to market accelerated by familiar development environment)

Support for fanless design and industrial grade temperature operation (-40 to 105C)

10-year supply guarantee (one-stop shop supported by a top semiconductor manufacturer in the world)

To what extent does it surpass the alternatives?

The Genio 510 uses more than 50% less power and provides over 250% more CPU performance than the direct alternative!

The MediaTek Genio 510 is an effective IoT platform designed for Edge AI, interactive retail, smart homes, industrial, and commercial uses. It offers multitasking OS, sophisticated multimedia, extremely rapid edge processing, and more. intended for goods that work well with off-grid power systems and fanless enclosure designs.

EVK MediaTek Genio 510

The highly competent Genio 510 (MT8370) edge-AI IoT platform for smart homes, interactive retail, industrial, and commercial applications comes with an evaluation kit called the MediaTek Genio 510 EVK. It offers many multitasking operating systems, a variety of networking choices, very responsive edge processing, and sophisticated multimedia capabilities.

SoC: MediaTek Genio 510

This Edge AI platform, which was created utilising an incredibly efficient 6nm technology, combines an integrated APU (AI processor), DSP, Arm Mali-G57 MC2 GPU, and six cores (2×2.2 GHz Arm Cortex-A78& 4×2.0 GHz Arm Cortex-A55) into a single chip. Video recorded with attached cameras can be converted at up to Full HD resolution while using the least amount of space possible thanks to a HEVC encoding acceleration engine.

FAQS

What is the MediaTek Genio 510?

A chipset intended for a broad spectrum of Internet of Things (IoT) applications is the Genio 510.

What kind of IoT applications is the Genio 510 suited for?

Because of its adaptability, the Genio 510 may be utilised in a wide range of applications, including smart homes, healthcare, transportation, and agriculture, as well as industrial automation (rugged tablets, manufacturing machinery, and point-of-sale systems).

What are the benefits of using the Genio 510?

Rich input/output choices, powerful CPU and graphics processing, compatibility for 4K screens, high-efficiency AI performance, and networking capabilities like 5G and Wi-Fi 6 are all included with the Genio 510.

Read more on Govindhtech.com

[kuoxen]

A Brief Introduction To Diffusion Models

Demos

Applications

Image Editor: Photoship plugins like

Effects in Shorts https://youtube.com/shorts/uW13BzNcy-k?feature=share

Music generation: Riffusion

Video Generation(very early stage)

Marketing

Creator Marketing tools

And lots went to NSFW(especially with the leaked models from NovalAI which specialized in animation)

Players

OpenAI: DELL-E/DALL-E 2

Google: Imagen: Text-to-Image Diffusion Models

Meta: Make-A-Scene

Microsoft: NUWA-Infinity

Midjourney

And other Stable Diffusiion powered start-ups

Generating Images: Variational Diffusion Models

What is generation

Given observed samples x from a distribution of interest, the goal of a generative model is to learn to model its true data distribution p(x). Once learned, we can generate new samples from our approximate model at will

Variational Autoencoders

Incorporate latent variables: we can think of the data we observe as represented or generated by an associated unseen latent variable, which we can denote by random variable z.

And how to approximate : Evidence Lower Bound (ELBO)

Hierarchical Variational Autoencoders

Variational Diffusion Models

HVAE with Properties

The latent dimension is exactly equal to the data dimension

The structure of the latent encoder at each timestep is not learned; it is pre-defined as a linear Gaussian model. In other words, it is a Gaussian distribution centered around the output of the previous timestep

The Gaussian parameters of the latent encoders vary over time in such a way that the distribution of the latent at final timestep T is a standard Gaussian

Workflow in a nutshell

Three equivalent objectives to optimize a VDM( derived from ELBO in the appendix,reparameterization trick and VDM's properties)

Learning a neural network to predict the original image x0

Learning a neural network to predict the source noise ε0 (empirically, some works have found this resulted in better performance)

Learning a neural network to predict the score of the image at an arbitrary noise level ∇logp(xt)

How it works then

The basic architecture

The learning and inference process

Other details

The weighting of the training obj for different timesteps

Noise schedule

Trilemma and Variants

Advanced Forward Process

Parameterize the diffusion process, like αt

Non-Markovian diffusion process and denoising process

Momentum-based diffusion

Advanced Reverse Process

Conditional GANs

Advanced Models

Progressive Distillation

Stable Diffusion: lowered the cost, made it consumer-level and popular

Generating Images Under Guidance

A naive way is to add the guidance in the reverse process

Image conditioning: channel-wise concatenation

Text conditioning

Single vector embedding: spatial addition / adaptive group norm

Seq of vector embeddings: attention

Caveat: VDM may potentially learn to ignore or downplay any given conditioning information

Guidance : explicitly control the amount of weight the model gives to the conditioning information, at the cost of sample diversity

Classifier Guidance

Classifier-free Guidance

Cascaded Generation

Subject-Driven Generation

DreamBooth

Background

Approach

Results

Appendix

Understanding Diffusion Models- A Unified Perspective.pdf

TACKLING THE GENERATIVE LEARNING TRILEMMA WITH DENOISING DIFFUSION GANS

Tutorial on Denoising Diffusion-based Generative Modeling: Foundations and Applications

What are Diffusion Models?

DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven GenerationA Brief Introduction To Diffusion Models

Frechet inception distance (FID) and Inception Score (IS) for evaluating sample fidelity

For sample diversity, use the improved recall score

For sampling time, we use the number of function evaluations (NFE) and the clock time when generating a batch of 100 images on a V100 GPU.

ELBO of VDM:

[awesomelybadjmusicvideos]

Hey Awesomely Bad fans! We’re prepping for our show at Ret-Con  coming up on the 24th, but we’d like to also take a moment to answer some of our most asked questions and give a small peek before the Awesomely Bad curtain with answering in way too long detail these three questions:

“Can you upload the music videos you show to youtube?”

“Where can I find these music videos?”

“How do you find this stuff!?”

“Can you come to [x] convention?”

Here’s the short answers:

First: No, we will not be uploading any videos ourselves, copyright bots would flag nearly everything if we even attempted to try.

Second: We provide the playlists as a means to try and help people find the artists and songs we share and many can be found officially or unofficially online.

Third: Years of deep diving into the Japanese music scene and recommendations from others.

Fourth: You can usually find us at our home convention of Animazement, but we will always share on our social media pages which events we will be hosting Awesomely Bad at.

Now for the much long involved answer to all of this:

Not much to add to the first point, but copyright strikes on songs are a nuisance to deal with and Japanese entertainment companies are very big on their bots flagging their content when it appears in videos on places like Youtube.

Luckily a lot of labels have been doing better about making their artists' music and even music videos available for streaming online, Sony Music Japan no longer geolocking content a few years ago made a lot of videos available in high quality uploads on youtube. Some suggestions that may help you find certain videos may involve using an online translator and searching for the artists or the song title by its Japanese name. Another helpful thing for finding Japanese music videos is to include “PV” in the search. “PV” is short for “Promotional Video” and is the moniker used in Japan for music videos. Unfortunately this doesn’t mean that every music label has made their artists available and some older music labels, like EMI Japan, got absorbed into another company leaving a lot of older videos in possible rights limbo. Most older official uploads from before 2013 may only be available in lower quality uploads. Also plenty of music artists end up switching to a different music label over their careers as well. This is why you can’t find good uploads of most of the popular Kishidan or DJ Ozma’s videos we show officially online.Plenty of other videos have been uploaded by fans as well, but the video quality of these uploads varies a lot and more than not, the videos are usually poorly encoded video files that aren’t usable for the show. Other times you will find videos in decent quality, but they’ll also be hard encoded with karaoke style subtitles in a variety of languages on the video; this is also unusable for the show.

Believe it or not, there’s a lot more to Awesomely Bad than just downloading videos online and putting them on a screen for you all to enjoy. We also strive to try and find the best quality version of videos to show. Trust us, you would not enjoy 240p potato quality video blown up onto an HD Projector screen. This has led to your Awesomely Bad hosts over the years to acquire official home video releases of various music videos, usually issued on DVD with a CD single or put together with other music videos on DVD. These also can range in price from $20 to $60 before import shipping costs to obtain. And the older the release, the harder it can be to get ahold of, leading to having to use third party service to help obtain auctions or purchases on Japan only markets like Yahoo Auctions Japan. We mention all of this, because we’ve done all of this to bring you the videos you love! The photo here is your main host Kurt’s collection of official releases of various music videos featured in Awesomely Bad over the years. Your other hosts have also helped obtain official videos, and sometimes we have been lucky to have other people who have harder to find DVD quality releases provide us with the videos. In fact, an old Awesomely Bad favorite will now have a new higher quality video for future presentations after it was provided to us recently, so look forward to that!

As for finding Awesomely Bad content, it’s also tougher than you think, your hosts go through deep drives into the Japanese music scene looking for videos, and for every great video we find, there’s easily a half dozen or more videos that aren’t very funny in the way that works for the panel or they only have a short moment or two that’s worth showing; which is what lead us to creating the Badulator for some of those moments. We also do take suggestions as well now and then, but there is a good chance we probably know about it; but sometimes even we get surprised, so you never know.

Lastly, we do get asked about presenting at various conventions, especially ones we presented at in the past, if we’ll be at them or come back to. Believe us, we had fun in the past at events like Dragoncon, Sakuracon, and Katsucon; but traveling to so many events throughout the year on your own dime can get pretty expensive and at most we get a discounted or free badge for our work hosting an event. That still leaves hotel, travel, and meal expenses and an increase in the costs of all of these things over the years, plus your hosts are not young 20 somethings anymore either; so we’ve slowed down on many events we appear at. At this point we’re normally guaranteed to be at both Animazement in Raleigh, NC and Otakon in Washington DC. These are the two conventions your main host prioritizes attending and we appreciate both conventions wanting to have Awesomely Bad as an event every year. But we are appearing at a new convention in a few weeks, so there’s always a chance for us to pop up at other shows again too!

Time to wrap this up, and if you’re still reading this far, I hope this helped you have a better understanding of what we do here with this panel and what we strive to achieve with it. Hope to see some Awesomely Bad fans at Ret-Con and whatever other events we go to! Be safe and may Daigo Stardust always shine down glitter on you.

[strangemusictriumph]

Europe SCARA Robot Market - Forecast (2022 - 2027)

The present SCARA robots are equipped with battery power encoders. This type of SCARA robots requires high maintenance cost. To reduce the maintenance cost of the SCARA robots the SCARA robots manufacturing companies are now focusing on the implementation of the T3 technology in SCARA robots the engineer does not have to halt the system to swap the batteries. This T3 technology will also help in reducing the power consumption by 30%.  By implantation of this technology which helps in reducing the maintenance cost is expected to drive the market of the SCARA robots in Europe. The Europe SCARA robot market is estimated to grow at a CAGR of 11.1% during forecast period i.e. 2018-2023. Germany is the fastest growing market with a CAGR of 14.5% which is mainly attributed to the growing demand from automotive industry. Italy and France are huge markets for SCARA Robots and thus have an immense demand for SCARA robots.

Europe SCARA Robot Market Outlook:

The SCARA stands for Selective Compliance Assembly Robot Arm or Selective Compliance Articulated Robot Arm. These are specially designed for the peg board type assembly and are heavily used in the electronics industry. These robots tend to be fairly small and capable of operating at high speed. They are used for assembly, palletisation and machine loading. Rising automotive production in Europe is driving the market. SCARA robots are used for different applications such as the assembling the vehicle parts of the vehicle, handling and transfer of the large automotive parts in this sector. SCARA Robots reduce the time taken for manufacturing of the vehicle and this is expected to create ample opportunities for SCARA robots. According to IndustryARC findings, 4-Axis SCARA robot will hold the largest market share during the forecast period. It is expected to generate the revenue of $159.4 and anticipated to grow with a CAGR of 12.6% during the forecast period 2018-2023.

The Europe SCARA robot market report comprises of pricing analysis for different types of axis types. The price of 6- Axis SCARA robot is the highest among all the other axis types. 

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Europe SCARA Robot Market Growth Drivers:

The current SCARA robots are equipped with many wiring systems, by which the installation of the robot has become tough. The use of the advanced technology sensors in SCARA robots has reduced the cost and time of the installation by 35%. The use of the advanced technology in SCARA robots has also observed an increase in the installation of the robots. The increase in the installation of the robot for different applications is expected to drive the market.

Europe SCARA Robot Market Challenges:

The biggest challenge in the SCARA robot market is the increasing adoption of the articulated robots as the substitute for the SCARA robot. These articulated robots is robotic arm that includes rotary joints to carry out precise movements. However, the increasing adoption of the artificial intelligence in SCARA robots is expected to overcome the challenges faced by the SCARA robot.

Europe SCARA Robot Market Research Scope:

The base year of the study is 2017, with forecast done up to 2023. The study presents a thorough analysis of the competitive landscape, taking into account the market shares of the leading companies. It also provides information on unit shipments. These provide the key market participants with the necessary business intelligence and help them to understand the future of the plastics in electric vehicle market. The assessment includes the forecast, an overview of the competitive structure, the market shares of the competitors, as well as the market trends, market demands, market drivers, market challenges, and product analysis. The market drivers and restraints have been assessed to fathom their impact over the forecast period. This report further identifies the key opportunities for growth while also detailing the key challenges and possible threats. The key areas of focus include the types of Europe SCARA Robot market, and their specific applications.

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Plastics in Electric Vehicle Market Report: Industry Coverage

Types of SCARA robots: Hardware, Software, Services, Testing, Training, MaintenanceAxis

Types in SCARA robots: 3-Axis SCARA Robot, 4-Axis SCARA Robot, 5-Axis SCARA Robot, 6-Axis SCARA Robot

Applications of SCARA robots: Transportation, Packaging, Assembly, Inspections

End Users of SCARA robots: Electronics, Food and Beverage, Automotive, Pharmaceutical, Rubber and Plastic, Industrial & Manufacturing

The Europe SCARA Robot market report also analyzes the major geographic regions for the market as well as the major countries for the market in these regions. The regions and countries covered in the study include:

Europe: The U.K., Germany, Italy, France, Spain, Rest of Europe

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Europe SCARA Robot Market Key Players Perspective:

Fanuc and ABB are analyzed to be the dominant players of the Europe SCARA Robot Market in 2017 with a share of 12.30% and 10.80% respectively. The increasing number of acquisitions and the product launches which are performed by both the prominent players are expected to continue the growth of the companies in Europe region.

Some of the other key players mentioned in this report are Kuka AG (Germany), Kawasaki (Japan), Epson Robots (U.S.), Stäubli (Switzerland), Omron Adept (U.S.), Denso Robotics (Germany), Nachi-Fujikoshi (Japan), Comau (Italy) among others.

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Europe SCARA Robot Market Trends:

The accessibility of the previously performed task by the SCARA robot has become the challenge to the manufacturers. To address the issue the upcoming SCARA robots are manufactured by adopting internet of things (IOT) technology. The use of this technology in SCARA robots will help in analyzing the previously performed tasks and will also help in increasing the productivity and efficiency.

To reduce the efforts of the installation of the SCARA robots manufactures are now adopting the use of the plug and play technology in SCARA robots. The use of this technology will help in easy installation of the robot and also helps in reducing the installation cost.

Many robots manufactures are now focusing on launching the ceiling mounted SCARA robots. With the launch of the new ceiling mounted SCARA robots the small companies are able to afford these robots and are allowing them to make more efficient use of the confined space. These ceiling mounted SCARA robots are expected to create ample opportunities in Europe.

The upcoming SCARA robots are equipped with the augmented reality and voice command system. The implementation of the new voice command system in SCARA robots which acts according to the instructions given by the individual is expected to create ample opportunities in the SCARA robot market.

For more Food and Beverage Market reports, please click here

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mRNA Synthesis Raw Materials Market Size, Share, Growth, Analysis Forecast to 2030

mRNA Synthesis Raw Materials Industry Overview

The global mRNA synthesis raw materials market size was estimated at USD 1.72 billion in 2023 and is anticipated to grow at a CAGR of 2.85% from 2024 to 2030.

mRNA is synthesized by the process of transcription in the nucleus by using a template made up of a DNA nucleotide sequence. It includes various steps such as initiation, elongation, editing, and termination. mRNA synthesis has a broad range of applications in drug discovery, vaccine development, and the manufacturing of therapeutics. RNA-based vaccines have better immunogenicity, higher efficiency, and require short production time. The key factors driving the market growth include the growing academic and industrial interest in mRNA technology, the advantages of mRNA vaccines, and increasing funding for research.

Gather more insights about the market drivers, restrains and growth of the mRNA Synthesis Raw Materials Market

The COVID-19 pandemic created new opportunities for mRNA technology platforms with the introduction and widespread use of vaccines. Government agencies from several nations, research institutions, and numerous biotech and pharmaceutical companies are focusing on efficient and quick methods for the rapid detection of COVID-19. mRNA vaccines are a safe and efficient method for preventing COVID-19. In addition, the advantages associated with the mRNA-based COVID-19 vaccines have sparked the attention of pharmaceutical businesses in delivering vaccines swiftly across the globe.

The National Institute of Allergy & Infectious Diseases and Moderna, Inc. mutually developed the mRNA-1273 (NIAID) in March 2020. It shows 94.1% efficacy in symptomatic prevention from COVID-19 and in December 2020, received emergency use authorization from the US Food & Drug Administration (US FDA) for widespread immunization of people. As a result, the usage of mRNA vaccines increased exponentially during the COVID-19 pandemic.

Recently, RNA centers have been established at numerous institutions to promote therapeutic uses of RNA, particularly in vitro transcribed (IVT) mRNA. These facilities include the Yale Center for RNA Science and Medicine, the RNA Institute at the University of Albany, the State University of New York, and the RNA Therapeutic Institute at the University of Massachusetts in the United States. Additionally, university spin-off businesses funded by significant venture capital infusions such as Argos Medicines, Factor Bioscience, CureVac, Ethris, BioNTech, Moderna, eTheRNA, and Onkaido have advanced the preclinical and clinical development of mRNA-based therapeutics. Hence, growing academic and industrial interest in mRNA technology is anticipated to increase the need for mRNA synthesis raw materials, thereby boosting market growth.

Furthermore, the simplicity to manufacture the mRNA vaccine is a key reason for the development of these vaccines. For instance, it is essential for DNA to enter the nucleus, and then it can be transcribed into mRNA. However, mRNA does not need to enter the nucleus to function as it initiates protein translation in the cytoplasm. Hence, this process makes the mRNA vaccine more efficient and simple to manufacture. In contrast to viral vectors and DNA, mRNAs do not insert into the genome but express the encoded protein instantaneously. Typical cellular processes can eliminate the mRNA since it doesn’t integrate into the host genome, thus eliminating any chance of infection or insertion mutation. In addition, the In Vitro Transcription (IVT) process readily synthesizes mRNA. The process is relatively inexpensive and can be quickly applied to a variety of therapies. Such advantages of mRNA vaccines are anticipated to drive the market during the study period.

Moreover, several operating players in the market and various research institutes are receiving funding for the development of novel mRNA therapeutics. For instance, in October 2022, the University of Columbia received USD 11.1 million in funding from the government of Canada to advance the mRNA vaccine technology. This funding aims to improve their efficacy, reduce the potential side effects of vaccines, and allow for a smaller vaccine dosage. Similarly, in December 2022, ExPLoRNA Therapeutics received USD 813,578 in funding from the Bill & Melinda Gates Foundation to further develop its mRNA technology. Therefore, rising funding for research is expected to increase the need for mRNA synthesis raw materials and fuel the market growth during the forecast period.

Additionally, the growing prevalence of chronic and infectious diseases is increasing the therapeutic application of mRNA technology. For instance, according to WHO, cancer is one of the leading causes of death worldwide, causing almost one in six deaths, while cardiovascular diseases lead to an estimated 17.9 million deaths each year. In addition, according to WHO, about 10 million people worldwide contracted tuberculosis in 2020 (1.1 million children, 5.6 million men, & 3.3 million women). Hence, scientists in industries and universities worldwide are finding novel and innovative ways to develop therapeutics using mRNA technology to prevent and treat disease. For instance, researchers at Penn Medicine are using the mRNA platform to create vaccines for several conditions such as cancer, treatment for food and environmental allergies, genetic diseases, and heart attack and stroke, among others.

Browse through Grand View Research's Biotechnology Industry Research Reports.

• The global recombinant DNA technology market size was valued at USD 728.9 billion in 2023 and is projected to grow at a CAGR of 5.4% from 2024 to 2030.

• The global DNA diagnostics market size was estimated at USD 10.64 billion in 2023 and is projected to grow at a CAGR of 4.51% from 2024 to 2030.

Key mRNA Synthesis Raw Materials Company Insights

The market players operating in the mRNA synthesis raw materials market are adopting product approval to increase the reach of their products in the market and improve the availability of their products in diverse geographical areas, along with expansion as a strategy to enhance production/research activities. In addition, several market players are acquiring smaller players to strengthen their market position. This strategy enables companies to increase their capabilities, expand their product portfolios, and improve their competencies.

Key mRNA Synthesis Raw Materials Companies:

The following are the leading companies in the mRNA synthesis raw materials market. These companies collectively hold the largest market share and dictate industry trends

F. Hoffmann-La Roche Ltd.

Jena Bioscience GmbH

Merck KGaA

Yeasen Biotechnology (Shanghai) Co., Ltd.

BOC Sciences

Thermo Fisher Scientific, Inc.

Maravai LifeSciences

New England Biolabs

Creative Biogene

HONGENE

Recent Developments

In April 2024, Telesis Bio Inc. announced its refocusing strategy to promote its innovative Gibson SOLA platform, targeting DNA and mRNA drug discovery. The company will also concentrate on enhancing its BioXp platform for mRNA synthesis, leveraging its distinct competitive advantage.

In February 2023, Life Edit Therapeutics Inc. and Moderna Inc. signed a collaboration agreement to discover and develop mRNA gene-editing therapies.

In January 2023, BioNTech and the UK Government signed a Strategic Partnership Agreement to help patients by advancing clinical trials for targeted mRNA immune therapies. To provide targeted cancer therapies to up to 10,000 patients by the end of 2030, through clinical trials or as approved treatments

Order a free sample PDF of the MRNA Synthesis Raw Materials Market Intelligence Study, published by Grand View Research.

[technifytechnologies]

How to Create QR Codes for Free with Quick Code

In today’s digital age, QR codes are more than just a trendy gimmick; they are a practical tool that bridges the gap between physical and digital content. Whether you’re a business owner, marketer, or just someone who wants to streamline sharing information, creating QR codes can be incredibly beneficial. And the best part? You can create them for free using Quick Code. In this post, we’ll walk you through the simple steps to generate QR codes without spending a dime.

What is Quick Code?

Quick Code is a user-friendly website designed to help you generate QR codes effortlessly. With its intuitive interface, you can create high-quality QR codes in just a few clicks, making it perfect for both beginners and experienced users.

Why Use QR Codes?

Before diving into the how-to, let’s quickly review why QR codes are so useful:

Easy Access: QR codes make accessing websites, contact information, and other digital content quick and easy.

Marketing Tool: They can be used in marketing campaigns to direct users to landing pages, promotions, or social media profiles.

Versatility: From event tickets to product packaging, QR codes can be applied to virtually any medium.

How to Create a QR Code for Free Using Quick Code

Creating a QR code with Quick Code is straightforward and doesn’t require any special software. Here’s a step-by-step guide:

Visit Quick Code: Open your web browser and navigate to Quick Code’s website.

Choose Your QR Code Type: Quick Code offers several options for what your QR code can contain. Whether you want to link to a website, display a message, or even encode a contact card, select the type that suits your needs.

Enter Your Information: Input the necessary details depending on the QR code type you’ve chosen. For instance, if you’re creating a URL QR code, simply paste your website’s URL into the provided field.

Customize Your QR Code (Optional): If you want your QR code to stand out, Quick Code allows you to customize colors and add logos. Personalizing your QR code can enhance brand recognition and appeal.

Generate and Download: Once you’re satisfied with the setup, click the “Generate” button. Your QR code will appear on the screen, ready for you to download and use.

Tips for Effective QR Codes

Test Before You Print: Always scan the QR code with a mobile device before using it widely to ensure it directs to the correct information.

Keep It Simple: Avoid cluttering your QR code with too much customization. A clean, simple design ensures better scannability.

Position Wisely: Place your QR code in a location where it’s easily visible and accessible to your target audience.

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Creating QR codes has never been easier, thanks to tools like Quick Code. With its free and straightforward service, you can quickly generate QR codes that enhance engagement and streamline access to your digital content. So, whether you’re promoting your business, organizing an event, or simply sharing information, give Quick Code a try and see how it can simplify your digital needs.

For more information and to start creating your free QR codes, visit Quick Code today!

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Understanding Europe Dedicated Servers and Their Role in Botting and Extreme Encoding

The Benefits of Dedicated Server Hosting in Europe

Dedicated Server Hosting in Europe is favored for its numerous advantages. Unlike shared hosting, where resources are divided among multiple users, Europe Dedicated Servers offer exclusive access to the server’s resources. This exclusivity is crucial for Botting RDP Services, where performance and uptime can directly impact the efficiency of the botting tasks. Similarly, when using RDP for Botting, the reliability and speed of the connection are paramount, and dedicated servers in Europe deliver just that. Furthermore, for Extreme Encoding RDP Services, dedicated hosting provides the necessary processing power to handle intensive encoding tasks without interruptions.

Optimizing Botting with Europe Dedicated Servers

Botting has become a critical component in various industries, from digital marketing to data scraping. Utilizing Europe Dedicated Servers for Botting RDP Services ensures that the botting operations run smoothly and efficiently. Dedicated Server Hosting Europe guarantees that your botting activities are not hindered by resource limitations or network congestion. Additionally, when employing RDP for Botting, the reduced latency offered by European servers ensures quicker response times and more effective bot operations. This advantage is particularly noticeable in Extreme Encoding RDP Services, where every second counts and dedicated resources make all the difference.

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DNA Vaccines Market - Forecast(2024 - 2030)

 DNA Vaccines Market is forecast to reach revenue of $9.43 Billion by 2025, growing at a CAGR of 33.86% during the forecast period 2020-2025. DNA vaccines are composed of deoxyribonucleic acid, which encodes antigens and stimulates a wider range of immune responses in the body with few side effects. DNA based Vaccines concept deliver to cells after which the gene is expressed and can generate the protein of interest. Clinical trials of some DNA vaccines have shown promising results in the treatment of several types of cancers like metastatic melanoma, prostate carcinoma, pancreatic cancer, and other solid tumors. The demand for DNA Vaccines is experiencing rapid growth owing to factors such as adoption of DNA Vaccines in Healthcare, Low cost, Increasing Technology, fewer side effects, increasing awareness about Health professionals and others. With the rise of COVID-19 pandemic throughout the world 

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Key Takeaways

North America dominates the DNA Vaccines Market owing to the increasing prevalence of infectious diseases in countries such as U.S and Canada.

Adoption of DNA Vaccines in Healthcare, Low cost, Increasing Technology, fewer side effects, increasing awareness about Health professionals are some of the key factors which are leading the demand for DNA Vaccines.

With the current COVID-19 Outbreak there is a huge demand for vaccination that can hack to build better immunity in order to fight the virus

Detailed analysis of the Strength, Weakness, and opportunities of the prominent players operating in the market will be provided in the DNA Vaccines Market.

By Type – Segment Analysis 

Based on the types, the DNA Vaccines Market is segmented into Human DNA Vaccines and Animal DNA Vaccines. Animal DNA vaccine is dominating the market in 2019 and is estimated to grow at a CAGR of 19.8% during the forecast period 2020-2025. This is owing to the unavailability of human DNA vaccines in the market along with the rising incidence of canine melanoma and other animal diseases. Animal vaccines are third generation vaccines and contain DNA that codes for specific proteins from a pathogen. This DNA is injected into host body and produces protein for which the body generates immune response. Moreover, the strong pipeline of human targeted vaccines is likely to aid in the market growth

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By Application – Segment Analysis

Based on the applications, DNA Vaccines Market is segmented into Human Diseases which includes applications in Oncology, Infectious Disease, Allergies, and Veterinary Disease. The Veterinary Disease based on application is forecast to grow at a higher CAGR during the forecast period 2020-2025 owing to availability of DNA vaccines for animal diseases that includes canine melanoma vaccine (DOG), West Nile Innovator (Horse), Life tide-SW5 (Swine and other food animals) and Apex-IHN (Salmon fish). 

By Geography – Segment Analysis

Based on the geography the DNA Vaccines Market has covered globally viz North America, South America, Europe, Asia Pacific (APAC) and Rest of World (ROW). The Market in North America accounts for 43.7% of the total market share, which is attributed by government initiatives to immune citizens, coupled with high awareness regarding the benefits of genetic vaccines targeted towards animals. 

Asia Pacific region is set to be the highest growth during the forecast period 2020-2025 owing to rising awareness of people regarding the advantages of immunization against HPV and Hepatitis B. Additionally, it is estimated that the DNA Vaccines Market is set to grow exponentially during the forecast period 2020-2025 owing to COVID-19 outbreak.

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Market Drivers - DNA Vaccines Market

Rising Demand for effective treatment of infectious disease in driving market

DNA Vaccines used to kill and stop the growth of microorganisms. These drugs can act as a defense system for the human body and neutralize the action of disease causative agents. With increasing research activities and Increasing awareness and extensive R&D drugs, there is rising demand for treatment of infectious diseases

Challenges - DNA Vaccines Market

The main area of uncertainty is related to the immunological impact, tissue distribution and persistence after injection and whether the DNA vaccine can leak into the environment. This, in turn, create a challenging point for the growth of DNA Vaccine. Also, with, the limited efficiency of plasmid-based techniques precluded their use in the creation of more accurate human cell models is one of the challenges for DNA Vaccine Market

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Vitamin & Mineral Industry Outlook

Product launches, mergers and acquisitions, joint ventures and R&D activities are key strategies adopted by players in the DNA Vaccines Market. In 2019, DNA Vaccines Market share is consolidated by the top ten players present in the market. DNA Vaccines Market Top 10 companies include Inovio Biomedical Corp, Merck & Co., Mitsubishi Tanabe, Dendreon Corporation, ASTELLAS PHARMA, Dynavax Technologies, Sanofi, Tekmira Pharmaceuticals GlaxoSmithKline Corp, Protein Sciences Corp.among others.

Acquisitions/Product Launches

In February 2020, Merck& Co announced the formation of a new, independent publicly-traded company focused on its Women’s Health, trusted Legacy Brands, and Biosimilars business. 

In February 2019, Merck & Co announced its acquisition of Immune Design Corp for nearly $300 million, gaining access to its immunotherapy programs.

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The Impact of Music Video Distribution Companies on Independent Labels

In the rapidly evolving music industry, independent labels face a unique set of challenges. Unlike major labels, which have vast resources and established networks, independent labels must navigate the competitive landscape with limited budgets and less brand recognition. One of the most critical aspects of their success lies in how they distribute their artists' content—especially music videos, which are a powerful tool for engaging audiences and building an artist's brand. Music video distribution companies play an increasingly vital role in this process. By partnering with these companies, independent labels can leverage the expertise, reach, and technological capabilities that would otherwise be out of their grasp. This article explores the significant impact that music video distribution companies have on independent labels, highlighting how they help level the playing field in a fiercely competitive industry.

The Role of Music Video Distribution Companies: Music video distribution companies serve as the bridge between independent labels and a global audience. These companies specialize in getting music videos onto a variety of platforms, from major streaming services like YouTube, Apple Music, and Vevo to niche platforms that cater to specific genres or regions. For independent labels, this reach is invaluable. Not only does it allow them to extend their artists' visibility far beyond what they could achieve on their own, but it also provides access to international markets that are often difficult to penetrate without local expertise.

Furthermore, these distribution companies bring a level of professionalism and efficiency that is crucial for independent labels. They handle the complex logistics of video distribution, including encoding, metadata management, and platform-specific formatting, allowing labels to focus on their core competencies—developing and promoting their artists. This technical expertise ensures that videos are not only distributed widely but also optimized for each platform, enhancing the chances of viral success.

Cost Efficiency and Scalability: Independent labels typically operate on tight budgets, making cost efficiency a top priority. Music video distribution companies offer scalable solutions that allow labels to distribute their content without the need for significant upfront investment. Many of these companies operate on revenue-sharing models, where they take a percentage of the earnings generated by the videos. This arrangement aligns the interests of the distribution company with those of the label, ensuring that both parties are motivated to maximize the success of the video.

Additionally, the scalability offered by distribution companies means that independent labels can distribute multiple videos across various platforms without incurring prohibitive costs. This is particularly beneficial for labels with a diverse roster of artists, each requiring tailored distribution strategies. By partnering with a distribution company, independent labels can ensure that each artist receives the appropriate level of exposure, regardless of the label's size.

Competing with Major Labels: One of the most significant challenges for independent labels is competing with major labels that have vast resources at their disposal. Music video distribution companies help level the playing field by providing independent labels with access to the same platforms and promotional tools used by the industry's giants. This access is crucial in an era where music videos play a central role in an artist's success, often serving as the primary medium through which fans discover and connect with new music.

Moreover, distribution companies often have established relationships with key industry players, including streaming platforms, media outlets, and influencers. These connections can be leveraged to secure prime placement for an artist's videos, such as inclusion in curated playlists or featured spots on platform homepages. For independent labels, these opportunities can be game-changing, offering a level of exposure that would be nearly impossible to achieve through traditional means.

Data and Analytics: Another advantage of working with music video distribution companies is the access to detailed data and analytics they provide. Understanding how, where, and by whom a music video is being consumed is critical for refining marketing strategies and making informed business decisions. Distribution companies offer robust analytics tools that give independent labels insight into viewer demographics, engagement metrics, and revenue streams. This data can be used to tailor future releases, optimize promotional efforts, and ultimately drive more significant success for the label's artists.

For example, if a particular video is performing exceptionally well in a specific region, the label can focus its marketing efforts on that area, perhaps even organizing a tour or a promotional campaign to capitalize on the video's popularity. Similarly, if certain types of content are resonating more with viewers, the label can adjust its production strategy to create more of what the audience wants. This data-driven approach allows independent labels to be more strategic and responsive in a competitive market.

The Importance of Long-term Partnerships: For independent labels, building a long-term relationship with a music video distribution company can be incredibly beneficial. Over time, the distribution company becomes more familiar with the label's brand, its artists, and its goals, leading to more tailored and effective distribution strategies. This ongoing partnership can also lead to better terms and more customized services, as the distribution company grows alongside the label.

Moreover, as the music industry continues to evolve, having a trusted distribution partner who is well-versed in the latest trends and technologies becomes increasingly important. Music video distribution companies are at the forefront of industry changes, from new platform launches to shifts in consumer behavior. By maintaining a close partnership with a distribution company, independent labels can stay ahead of these changes and ensure that their artists remain competitive in the marketplace.

Conclusion: In conclusion, music video distribution companies are indispensable allies for independent labels, offering the tools, expertise, and reach needed to compete in a challenging industry. By partnering with these companies, independent labels can overcome many of the barriers that have traditionally limited their growth, from limited budgets to a lack of technical expertise. The impact of these partnerships is profound, enabling independent labels to scale their operations, compete with major labels, and, most importantly, amplify the voices of their artists. As the music industry continues to evolve, the role of music video distribution companies will only become more critical, making them a cornerstone of success for independent labels.