#aerial photography services in California
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allstarproductions · 1 year ago
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Aerial Photography in Film: The Cinematic Beauty of California
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Regarding cinematic beauty, California has always been a favorite backdrop for filmmakers worldwide. From its iconic coastline to sprawling cities and breathtaking deserts, the Golden State's diverse landscapes offer a stunning canvas for storytelling. Read this article now!
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giftedphotographyca · 1 year ago
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Website: https://www.gifted-photography.com/
Address: Victorville, California 92392, USA
Gifted Photography specializes in capturing significant life moments, offering services in Southern California and beyond. Founded in memory of Ajani (AJ) Wilson, the business emphasizes preserving memories through photography. Services include weddings, events, family portraits, maternity, newborn, and professional headshots, available both in-studio and on location.
Facebook: https://www.facebook.com/GiftedPhotography/
Instagram: https://www.instagram.com/GiftedPhotography_
Linkedin: https://www.linkedin.com/in/michelle-wilson-984872234/
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newsmarketreports · 2 months ago
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Shenzhen DJI Technology Co., Ltd. - Global Locations Overview
DJI (Dà-Jiāng Innovations Science and Technology Co., Ltd.), founded in 2006, is a global leader in the development and production of drones, camera technology, and gimbals. Headquartered in Shenzhen, China, DJI has expanded its presence worldwide, serving industries such as photography, agriculture, infrastructure inspection, and filmmaking.
Key Locations:
Headquarters: Shenzhen, China
DJI’s main headquarters is located in Nanshan District, Shenzhen, where it conducts its research and development (R&D), manufacturing, and core business operations. The state-of-the-art facility is the hub for creating DJI's cutting-edge drone technology and other products.
DJI Flagship Stores
Shenzhen Flagship Store: DJI has an impressive flagship store located in Shenzhen, offering the full range of products, including drones, handheld stabilizers, and accessories.
Hong Kong: DJI also operates a flagship store in Hong Kong, providing access to its complete product lineup for local consumers and tourists.
International Offices
Los Angeles, California, USA: DJI has established an office in the United States focused on marketing, sales, and customer support. This office also facilitates DJI’s engagement with U.S. regulatory authorities and industry stakeholders.
New York, New York, USA: Another key office in New York serves as a center for commercial partnerships, media collaborations, and customer services.
Frankfurt, Germany: DJI’s European headquarters, located in Frankfurt, manages operations across Europe, including sales, marketing, and regulatory compliance.
Tokyo, Japan: The Tokyo office plays a crucial role in DJI's presence in the Japanese market, where the demand for aerial photography and professional drones is high.
Seoul, South Korea: DJI has a presence in South Korea with offices dedicated to distribution and consumer services.
R&D and Innovation Centers
In addition to its headquarters in Shenzhen, DJI has R&D centers in Silicon Valley and Europe, where it works on innovation and development of new technologies for drones, AI, and camera systems.
Manufacturing and Assembly Plants
Most of DJI’s production facilities are based in Shenzhen, where the company manufactures its signature products such as the Phantom, Mavic, and Inspire drone series. The proximity of the manufacturing plants to the R&D center enables faster iteration of new products.
Global Distribution and Sales Channels
DJI products are sold globally through a vast network of authorized retailers, online stores, and official brand stores. DJI's distribution network spans North America, Europe, Asia, and Latin America, ensuring global availability of its products.
Conclusion
SZ DJI Technology Locations has successfully positioned itself as a global leader in drone technology through its strategic location of headquarters, R&D centers, and sales offices worldwide. Its focus on innovation, combined with a strong global presence, allows DJI to cater to both consumer and professional markets across various industries.
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petrossianaerial · 7 months ago
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Petrossian Aerial: Capturing California's Beauty from Above
Discover the stunning landscapes of California like never before with Petrossian Aerial, the best drone photography service located in Woodland Hills. Specializing in high-definition aerial imagery and video, we transform ordinary views into extraordinary visual experiences. Whether you need breathtaking real estate photos, dynamic event coverage, or cinematic promotional footage, our expert team ensures every shot is picture-perfect. Visit us at 6320 CA-27 Suite 1630 #199, Woodland Hills, CA 91303, and elevate your perspective with Petrossian Aerial.
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redidea · 10 months ago
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Drone Company San Diego
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dronesurfusa · 11 months ago
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Dronesurf
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Website: https://www.dronesurf.com/
Address: 
East Coast HQ: 130 13th Ave, Indialantic, Florida 32903, United States
West Coast HQ: 1315 W 149th St, Gardena, California, 90247, United States
Dronesurf, based in Florida and California, specializes in high-quality drone aerial cinematography. They offer a range of services including drone rentals, stock footage, and custom projects. Their portfolio showcases diverse applications of drone technology in cinematography, highlighting their expertise in this field. Dronesurf is your go-to solution for professional aerial footage, delivering innovative perspectives for various projects.
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skateable0 · 1 year ago
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Skateboarding: A Thrilling Fusion of Skill, Style, and Culture
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Skateboarding, a dynamic and exhilarating sport, has transcended its origins as a pastime for rebels and outcasts to become a global phenomenon embraced by people of all ages and walks of life. In this article, we delve into the vibrant world of skateboarding, exploring its rich history, the skills that define the sport, and the unique culture that surrounds it.
A Brief History of Skateboarding: From Sidewalks to Skateparks Skateboarding's roots can be traced back to the streets of California in the 1940s and 1950s. Initially known as "sidewalk surfing," it involved attaching roller skate wheels to a board to mimic the feeling of riding waves on dry land. Over the decades, the sport evolved, with the introduction of the first commercial skateboard in the 1960s and the emergence of skateparks in the 1970s. Today, skateboarding has become a global phenomenon, with a diverse community of enthusiasts pushing the boundaries of what's possible on four wheels.
The Art of Skateboarding: Skills and Techniques At its core, skateboarding is a sport that demands a unique set of skills. From mastering the basics of balance and pushing to executing complex tricks and maneuvers, skateboarders continually challenge themselves to reach new heights. Ollies, kickflips, grinds, and aerial tricks are just a few examples of the impressive moves that showcase the athleticism and creativity inherent in the sport. Skaters develop a deep connection with their boards, turning them into an extension of their bodies as they navigate urban landscapes or conquer ramps and rails at skateparks.
Skateboarding Culture: More Than Just a Sport Skateboarding is not just a sport; it's a culture with its own set of values, aesthetics, and community dynamics. From the fashion and music associated with the sport to the DIY ethos that defines many skate scenes, the culture of skateboarding is a testament to individuality and self-expression. Skateboarders often form tight-knit communities that celebrate diversity and encourage a sense of belonging. Skateboarding has also found its place in art, photography, and filmmaking, with countless projects capturing the essence and energy of the sport.
The Global Impact of Skateboarding: Olympics and Beyond In a significant milestone for the sport, skateboarding made its debut at the 2020 Summer Olympics in Tokyo. The inclusion of skateboarding in the Olympic Games not only brought increased visibility to the sport but also sparked discussions about its future on the global stage. As the skateboarding community continues to grow, the sport's influence extends beyond competitions, impacting fashion, music, and youth culture around the world.
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corcinoproductionsca · 2 years ago
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Corcino Productions is a commercial photographer in Orange County, California. We specialize in creating stunning visuals that capture the essence of your brand and tell your story. Our team of experienced photographers have the skill and creativity to bring your vision to life, no matter what industry you’re in or what kind of project you have in mind. We strive to create compelling visuals that will help you stand out from the competition and make an impact on your target audience.
Corcino Productions 935 East Mason Lane Unit 51, Anaheim, CA 92805 (909) 896–5358
My Official Website: https://www.corcinoproductions.com/ Google Plus Listing: https://www.google.com/maps?cid=13685643994235300974
Our Other Links:
photographer Orange County: https://www.corcinoproductions.com/meet-the-creatives live stream services Orange County: https://www.corcinoproductions.com/events marketing videographer Orange County: https://www.corcinoproductions.com/marketing corporate videographer Orange County: https://www.corcinoproductions.com/corporate-interivews drone photographer Orange County: https://www.corcinoproductions.com/wineries
Service We Offer:
Real Estate Photography Aerial Photography Architectural Photography Documentary Production Interior Photography Landscape Photography TV Commercial/Promotional Production Video/Film Light Design Video/Film Shooting Web Commercial/Promotional Production Drone Photography Drone Videography Corporate Video Production Event Video Production Interview Production Short Film Production TV Show Production Video/Film Marketing Virtual Consultations Web Show Production
Follow Us On:
Facebook: https://www.facebook.com/CorcinoProductions/ Instagram: https://www.instagram.com/corcinoproductions/ Twitter: https://twitter.com/CorcinoProduct2 Pinterest: https://www.pinterest.com/itscorcinoproductions/
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campingdayz · 2 years ago
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Create a Gorgeous Professional Photo Book of Your Work with Saal Digital
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Sponsored
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The cover of my finished photo book from Saal Digital. Do you have a series of photos you’d love to see in print? Have you considered turning them into a professional photo book? It’s not as difficult or as expensive as it might sound as I learned while trying out Saal Digital’s Professional Line Photo Book service recently. Not only was I able to create an impressive photo book in no time, the quality of my 16 x 12-inch tome from Saal Digital was exceptional and the process was relatively painless. So, whether you’re creating a one-off photo book of your work as a self-promotional tool or want to produce something specific for a client or, perhaps, a series of photo books to sell on your website or gift to friends, Saal Digital’s service offers some great options. Here’s how I made mine.
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The web-based layout process for making a photo book with Saal Digital was simple and straightforward. Picking Images Creating a photo book is quite a bit of a different experience from producing a single print to hang on a wall. The main, obvious, difference is your book will consist of a group of images, not just one photo. While the images in a photo book don’t, necessarily, need to be tied together by a theme, it helps if they’re related in some way to tell a visual story. Travel photography, in particular, is well suited for book form so whether you’ve shot towering Redwoods in California or castles and surrounding landscapes in Germany, you likely have a wealth of potential material in your portfolio for a photo book. In my case, I recently returned from a press trip to San Diego where I shot several thousand images of elite athletes in a variety of sports including BMX racing and aerial stunts, track and field, rowing, diving, tennis, surfing, and mountain biking.
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The layflat binding gives the book a professional look and feel. From that large group of photos, I narrowed down a few dozen shots I considered to be my very best. I tried to choose images that showed a mixture of the sports I photographed so the book would feature a range of athletes and action. In many ways, making your image selects is the most difficult part of making a photo book with Saal Digital since the technical process is so simple.
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Size, format, cover, and paper options abound when making a Professional Line Photo Book with Saal Digital. Picking a Book Saal Digital offers a wide variety of photo book options, but I wanted to test their premium Professional Line of books because I thought it would most appeal to Outdoor Photographer readers. They do cost a bit more, but Professional Line Photo Books really are the best way to showcase your images. Some of the features we appreciated include a “LayFlat” binding that lets you place your photos across an entire double-page spread without losing any detail in the “gutter” of the book. (More about this later.) Also, there are no distracting manufacturer’s logos on the book, and you can have the production barcode removed. Saal Digital also guarantees color fastness for 75 years so your images won’t lose their luster over time.
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The glossy paper really made my images stand out. Options abound in terms of size formats and paper and cover possibilities. I went with 16 x 12-inch Professional Line Photo Book option in a Landscape format. (There are also Portrait and Square format options.) If you are planning a large multi-book project, Saal Digital will give you an individual quote via a bulk order form. I just wanted to produce a single book for my test, so I selected the 26-page option with an acrylic cover and glossy paper. The shiny acrylic cover option costs a bit more but it’s worth it and helped highlight the sports theme of my book. On the other hand, the less expensive leatherette cover is a solid choice for a wedding or portrait photography book.
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The One Minute Photo Book option was not only fast, its automated features helped me create an attractive layout. Creating the Book Creating the book is where the fun really begins. There are three ways to do it: either do it directly on the Saal Digital website; or download the free Saal Design Software to your computer; or get the free Saal Digital mobile app for your smartphone or tablet computer. There is some additional functionality if you use the Saal Design Software, but I decided to go directly to the Saal Digital website and create my book there since I suspect that’s how most users will do it. I picked the “One Minute Photo Book” design option since it was recommended by Saal Digital and promised a “fast and easy” process with some customization. If you want even more flexibility, there’s an AutoLayout option, and a PDF upload option if you’ve designed your book project through an external program.
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Color rendition was excellent throughout the book. After selecting the margin size you want, the next step is to upload your images. The “One Minute Photo” design option will autofill most of the layout of your book with your images. I was pleasantly surprised with the photo order and layout selections during this automated process with the software choosing an image for the cover I hadn’t considered. I quite liked the cover choice along with some of the other layouts that Saal Digital picked. You can, of course, go back and changed layouts manually but I skipped that and saved my selections for the rest of the 26-page book, which is left open. My favorite part of the layout process was picking photos for double-page spreads. As a magazine editor, I love how a great image looks spread across two pages in print and to have this feature in a layflat book was even more exciting.
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Here’s an eye-popping two-page spread featuring one of my BMX images. Final Thoughts Once you’re done laying it out, the final step is to order the book. Mine arrived just a week or so afterwards in a well-protected cardboard box. The images and visual flow of the book looked even better when I actually had it in my hands and I thought the glossy paper made the photos really pop. I left mine text-free to put emphasis on the images themselves but there are multiple ways to add text and other design touches to your book. Overall, Saal Digital’s Professional Line Photo Books are a great way for photographers to tell an elegant visual story with their images. And during this holiday season, these handsome photo books also make an excellent, personalized gift. Outdoor Photographer may earn a small commission if you buy something using one of the retail links in our articles. Outdoor Photographer does not accept money for any editorial recommendations. Read more about our policy here. Thanks for supporting Outdoor Photographer. Source link Read the full article
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allstarproductions · 2 years ago
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curb360photography-blog · 6 years ago
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Curb360 is a Southern California based team of visual media experts that creates professional property photographs for hundreds of realtors and developers. Employing the latest in image-rendering technologies and camera equipment, Curb 360 provides high-definition photographs to customers like local realtors, regional sellers, and nationwide real estate agencies. Curb 360 can create immersive virtual tours by focusing on elements that can help a property to sell in highly competed regional markets. For more visit:  https://www.curb360.com/
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courtesy70 · 4 years ago
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Photography Service in San Diego, CA
Selling off a property entails not just doing home renovations or improvements. If you wish to do a quick close, producing top-quality images courtesy of a real estate photographer is a must. Palo Dobrik Photography, a leading home for sale photographer in California, has helped clients from different backgrounds sell their properties quicker than usual. If you want to boost real estate sales, here’s why you need to enlist professional documentation services. They highlight the best features of your property. You can’t sell a home with just a captivating copy. You have to pair it with images that highlight your real estate’s strongest selling points. The job of a home for sale photographer is to provide quality images to an industry that’s inherently visuals-heavy. Furthermore, these photos can’t only help you sell faster but also increase your selling price. They offer special photography service in San Diego, CA. It’s no secret how many advertising images are already touched up. If you want to attract buyers better (and consequently boost your sales), you need to hire a pro to remove imperfections and add details whenever necessary. Apart from retouching, real estate documentation experts, including a home for sale videographer Los Angeles, can also provide aerial services. This will help you provide a greater view of your property and the whole neighborhood as well. They save you time and energy. Whether you’re a realtor or a homeowner DIY-ing your way to making a close, you will save time if you hire a home photographer. They have the knowledge, skills, experience, and gadgets to make sure that your property is documented in the best way possible. By taking this more cost-effective route, you’re allowing yourself to achieve greater sales statistics. They help beef up your website and social media content. Promotional materials about real estate listings run aplenty on the web. If you want to stand out and supply your sites with high-quality assets, you should definitely consider hiring a pro. You can collaborate with him or her to tick off all the requires shots on your shot list. And as stated, you can also request for the images to be edited and make them more appealing without necessarily deviating from your property’s actual look. They boost your credibility. Many buyers claim that images are useful in investigating properties they want to purchase or invest in. If you’re wondering why many sellers ask questions like "Where can I find a real estate videographer near me?," it’s because this professional can help you produce material that can enhance your credibility. Once you’ve established yourself as a reputable seller, you can also expect to get more offers in the future. Have Your Property Documented By The Best Make real estate selling easier by showcasing your property through captivating images. Palo Dobrik Photography has over 11 years of experience and is considered a premier real estate photographer Los Angeles. To learn more about their competitively priced packages and next business day delivery, visit https://www.palodobrik.com. You may also get in touch via 760 216 2341.
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remoteseo-blog · 5 years ago
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Upcoming Google Projects as per Tech News
I didn't think we could fall in love broken from the start into our past we had closed hearts What's up guys? Hope you're all doing well today. Tech News will be talking about 10 ambitious Google alphabet projects. You may not have heard about Google went through a massive Reorganization in October of 2015 when alphabet became its parent company Projects that weren't a part of Google's core businesses such as Google search engines and Android were spun out into separate alphabet companies with their own C.E.O's All of these moonshot projects cover everything from making smarter homes to creating robots that can work alongside humans But even google proper which now falls on the alphabet still has oversight over some of these futuristic projects Here are 10 most ambitious. Moonshot projects on the alphabet and what they hope to accomplish First is delivery drones project wing is alphabets desire to replace your mailman with flying drones a Patent filed in October of 2014 gave us better insight as to how the project would work.
The drone will lower a package using a winch to tiny robots on the ground These robots will then wheel the packages to a safe holding location Alphabet plans and releasing the Drone delivery service to the public in 2017 Project wing is run by Google x the company under Alphabet. Next up is smart contact lenses Alphabet is pursuing smart contact lenses that are solar-Powered and Collect biological data about the wearer Sensors embedded in the contacts could collect information like body temperature and blood alcohol content The tech giant also announced in 2014 that it was receiving contact lenses that would use tiny glucose sensors to measure sugar levels in your cheers The project is run by Alphabet's verify company which was originally named "Google life sciences" Next up; internet beaming, hot-air balloons project loon is Alphabet's desire to bring internet to two-thirds of the world's population using internet beaming, Hot-air balloons .
The project has been in the web since 2011 about two years before it was unveiled to the public The solar-Powered balloons fly at a high altitude to provide broadband to areas without internet access you can read the specifics about how the project works here project loon is one under Google x Next on; our list cancer detecting pill the tech giant is designing tiny magnet particles that can look into signs of cancer and other diseases in the human body the project however is at least another four years away from being ready for the final time the project is being run by Google X research lab Next on; our list is internet beaming drones Alphabet has two approaches to beaming the internet around the world Hot air balloons and drones the tech giant bought titan aerospace which makes the solar-Powered drones that are built to fly non-stop for years the Titan aerospace, Solara 50 has a wingspan of 150 feet and is equipped with 3,000 solar cells which can provide seven kilowatts of electricity to stay airborne for five years?
They can also take aerial photography the drone project is run as a part of project titan under Google Next up; robots Google turn Alphabet acquired a ton of robotic companies in 2013 One that stands out is Boston Dynamics Boston Dynamics creates a number of robots Inspired by animals to aid in military use the one pictured here is called the cheetah robot the fast legged robot in the world The cheetah Robot can get to a speed of 29 miles per hour crushing a 13.1 mile per hour speed record set by MIT in 1989 you can see a list of its robotic projects here all robot projects are run as a part of replicant which is controlled by Google X Next on our list is longer lasting batteries Creating longer-lasting batteries may not seem like an ambitious project, but it's actually a pretty difficult one There is a lot of demand for batteries that last longer when it comes to creating popular consumer items like smartphones .
The Alphabet CEO larry page told analysts in 2013 that battery life and mobile devices is a huge issue with real potential to invent new and better experiences a small group of just four members is currently working on that issue under Google x Next up a giant genomic storing services Google will store your genome in the cloud for $25 and the storage system could have a major impact on the scientific community the hope is to collect millions of genomes to aid in scientific research as MIT review reports of the system could aid in Collecting cancer Genome clouds that would allow scientists to Share information and one virtual experiments the project is run Under Google X next up goodes project to cure death the tech giant has taken on the ambitious project of extending the average Lifespan The research being done has been kept fairly hush But we know researchers are looking at things like genes that correlate to longer Lifespans in certain people .
The project is run by Calico a company under Alphabet that stands for California Life Company and Next on our list is artificial intelligence Deep mind. Which is the Company's AI research firm falls under Google as a traditional product Google has made massive strides with refining its AI in January Google Ai beats a human at a complex game of go for the very first time Google's AI was also capable of learning to play and win Atari 2600 games without any prior instruction in 2015 More recently a company's Ai system was able to successfully navigate a maze on a computer game. The same way a human would Tech News will be coming up with more interesting Topics like these so stay tuned and until next time have a great day
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russell7887 · 2 years ago
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Finest Videography is all your wedding day!
On the day of your big event, you will be quite busy. Many of those little, memorable moments may be lost in your memories of the entire event while you're preoccupied with making sure the big moments go as planned. Videography may sometimes catch moments that photography can't. You can continue to reflect on priceless experiences thanks to it. You won't regret it if you include videography in your list of necessary.
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Weddings are beautifully filmed by our Wedding Videographer San Diego & Events filmmakers, who also record original stories. We have more California brides' trust than any other wedding videography service.
We take great satisfaction in our San Diego wedding videographer's artistic storytelling abilities and capacity to portray the emotion of once-in-a-lifetime events in vibrant, high-definition footage that you'll be able to appreciate forever.      
Our top priority is making sure that your event is captured in vivid detail and with exceptional service. We want you to relive all of the memories, not just the ones that were captured on film; we want you to experience the feelings as well. We provide a variety of creative options to create the finest event or wedding films to meet and exceed all of your filming expectations, including:
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We are a team of award-winning filmmakers who love to collaborate with people, spaces, and ideas that inspire us! We provide the best wedding film videography services. Our unique style of filmmaking sets us apart from other videographers in San Diego. For the san Diegans searching for Wedding Videography near Me, We would like to tell your story with YOU as our main character!
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demospectator · 2 years ago
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Additional information:  The uniformed woman on the left is Mrs. Helen Chu. The uniformed AWVS woman on the right is Mrs. Florence Wong.   
New York Chinatown’s Refuge for Chinese American Warfighters  
Raised in Fresno California’s Chinatown, the late Jimmie Larry Gee (seen in the upper-center of the photo, against the wall)  is listening intently to a conversation hosted by the local gals of the American Women’s Voluntary Services (AWVS) unit in New York Chinatown.
During WW II, the AWVS provided women volunteers who provided support services to help the nation during the war such as message delivery, ambulance driving, selling war bonds, emergency kitchens, cycle corps drivers, dog-sled teamsters, aircraft spotters, navigation, aerial photography, fighting fires, truck driving, and canteen workers. Some of its work overlapped with the Office of Civilian Defense and the American Red Cross.
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More significant for G.I.’s such as Spec 5 Gee, the AWVS sponsored units in African, Chinese, and Hispanic American parts of the United States,  By 1944, the AWVS could count on hundreds of thousands of volunteers.  The large efforts to help win the war, included the operation of a Hospitality Center by New York Chinatown's own AWVS unit.
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The New York Chinatown AWVS unit.  Back row: Mrs. Florence Wong, Mrs. Helen Chan, Mrs. Lily Chu.  Center:  Mrs Elizabeth Ong, Mrs. Bik Lee. Front: Mrs. Josephine Hong, chairperson of all AWVS Chinese units. Photograph by Ravenna for the World Telegram & Sun.
According to his son, the Bay Area's first Jimmie Gee was deployed from June 18, 1943, to January 21, 1944.  Gee served as a supply clerk on board a military hospital ship in the Mediterranean.  After his discharge on February 27, 1946, Gee would settle in San Francisco, and raise a family which includes master architect Gary Gee.
In the AWVS service photo, Gee appears to be wearing his ribbons, which would date the image to after completion of his overseas tour of duty and sometime during 1944.  Jimmie Gee’s decorations included the American Campaign Medal, European African Middle Eastern Campaign Medal, Good Conduct Meda, and the World War II Victory Medal.
The Chinese Historical Society of America is continuing its collaboration with Montgomery Hom and the Chinese American G.I. Project to tell more stories about all who served during the time of Exclusion and segregation and beyond.
[updated 2022-9-12]
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uicscience · 6 years ago
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Researchers at UIC on the SENSEI Panama Project. (Photo: Lance Long)
  NSF grant to fund advanced deep learning and visualization computing platform
The University of Illinois at Chicago has received a three-year, $1 million grant from the National Science Foundation to build a state-of-the-art computing platform that will incorporate multiple graphics processing units, as well as enable faculty and students to execute deep learning and visualization codes faster, apply more sophisticated models to large-scale problems, gain greater insights, accelerate discovery and open new avenues of research.
“The new system will allow researchers to create and utilize an in-demand computing platform that can rapidly learn to identify anomalies in large data sets and produce visualizations or extract features of interest from images, which will help them hone in on answers to research questions, and even tailor the questions themselves,” said Maxine Brown, director of the Electronic Visualization Laboratory at UIC and principal investigator on the grant.
The grant will support the development of a next-generation composable infrastructure computing system, called COMPaaS DLV for Composable Platform as a Service Instrument for Deep Learning & Visualization. It will be developed and maintained by the Electronic Visualization Laboratory and will be initially made available to UIC College of Engineering faculty, many of whom provided use cases for the grant proposal, explaining how they would use this system for research and research education.
“COMPaas DLV will enable faculty to perform complex deep learning and visualization computations on large-scale big data that cannot be efficiently executed on existing computing systems in a timely manner,” said Andrew Johnson, Electronic Visualization Laboratory director of research, associate professor of computer science, and co-principal investigator of the grant. “The system is flexible and scalable, meaning it can be configured to quickly move, process and store data with few to no bottlenecks.”
COMPaaS DLV will be connected to UIC’s existing computing and network resources, managed by the UIC Academic Computing and Communications Center, as well as to regional and national clusters, storage, supercomputing and cloud facilities.
Currently, UIC deep learning researchers use small-scale clusters or clouds with graphics processing units. These platforms, while sufficient for moderately sized training jobs, limit the size of data sets and the complexity of neural network codes used as training, and require days and weeks to train sufficiently interesting models.
The composable computing platform will enable researchers to “compose” their own computers, so to speak, creating a temporary, on-demand computer system out of independent components – computing processors, graphics processing units, storage and networking – customized to optimally execute their application codes. Traditional computers allocate a “slice” of their system to each application, whether the codes need more or less of each type of component to run efficiently.
“Given it’s a more flexible system, researchers can more quickly analyze big data problems and possibly identify specific subsets of the data they want to focus on or abandon. It’s kind of like how when you get a box lunch, you are stuck with what’s inside that box,” said Johnson. “A composable computer is more like a buffet, where you take as much of what you like and leave what you don’t want behind.”
“With composable computer architecture, the computer’s components form a fluid pool of resources so that different applications with different workflows can run simultaneously, with each configuring the resources it requires almost instantaneously at any time, assuming they are available,” Brown said. “Given the composable infrastructure’s inherent scalability and agility, it is more beneficial than traditional clouds and clusters that are rigid, over-provisioned and expensive.”
One of the applications that will benefit from COMPaaS DLV is SENSEI Panama, a UIC collaborative project with evolutionary anthropologist Meg Crofoot at the University of California, Davis, to enable anthropologists to use virtual reality to “walk inside their data” and study animal behavior. Crofoot and UIC computer scientists Tanya Berger-Wolf, along with Johnson and Brown, are applying deep learning and visualization to process data from aerial photography, terrain maps, GPS collars, and accelerometers, in order to study how coatis, kinkajous, spider monkeys, and capuchin monkeys on Barro Colorado Island in Panama, forage for food.
“Composable architecture is new and not yet readily available from multiple vendors,” Johnson said. “But, in the field of computer science, these systems are believed to be the future of computing, analyzing and visualizing Big Data sets.”
Part of the grant will go toward the development of a software system to help users interface with the composable platform. Robert Kenyon and G. Elisabeta Marai at UIC are co-principal investigators on the grant.
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