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NVIDIA Research develops a neural network to replace traditional video compression

06 Oct

NVIDIA researchers have demonstrated a new type of video compression technology that replaces the traditional video codec with a neural network to drastically reduce video bandwidth. The technology is presented as a potential solution for streaming video in situations where Internet availability is limited, such as using a webcam to chat with clients while on a slow Internet connection.

The new technology is made possible using NVIDIA Maxine, a cloud-AI video streaming platform for developers. According to the researchers, using AI-based video compression can strip video bandwidth usage down to 1/10th of the bandwidth that would otherwise be used by the common H.264 video codec. For users, this could result in what NVIDIA calls a ‘smoother’ experience that uses up less mobile data.

In a video explaining the technology, researchers demonstrate their AI-based video compression alongside H.264 compression with both videos limited to the same low bandwidth. With the traditional video compression, the resulting low-bandwidth video is very pixelated and blocky, but the AI-compressed video is smooth and relatively clear.

This is made possible by extracting the key facial points on the subject’s face, such as the position of the eyes and mouth, then sending that data to the recipient. The AI technology then reconstructs the subject’s face and animates it in real time using the keypoint data, the end result being very low bandwidth usage compared to the image quality on the receiver’s end.

There are some other advantages to using AI-based compression that exceed the capabilities of traditional video technologies, as well. One example is Free View, a feature in which the AI platform can rotate the subject so that they appear to be facing the recipient even when, in reality, their camera is positioned off to the side and they appear to be staring into the distance.

Likewise, the keypoints extracted from the subject’s face could also be used to apply their movements to other characters, including fully animated characters, expanding beyond the AI-powered filters that have become popular some video apps like Snapchat. Similar technology is already on the market in the form of Apple’s AI-based Animoji.

The use of artificial intelligence to modify videos isn’t new; most major video conferencing apps now include the option of replacing one’s real-life background with a different one, including intelligent AI-based background blurring. However, NVIDIA’s real-time AI-based video compression takes things to a new level by using AI to not only generate the subject in real time, but also modify them in convenient ways, such as aligning their face with a virtual front-facing camera.

The technology could usher in an era of clearer, more consistent video conferencing experiences, particularly for those on slow Internet connections, while using less data than current options. However, the demonstration has also raised concerns that largely mirror ones related to deepfake technologies — namely, the potential for exploiting such technologies to produce inauthentic content.

Artificial intelligence technology is advancing at a clipped rate and, in many cases, can be used to imperceptibly alter videos and images. Work is already underway to exceed those capabilities, however, by fully generating photo-realistic content using AI rather than modifying existing real-world content.

The Allen Institute for AI recently demonstrated the latest evolution in this effort by using both images and text to create a machine learning algorithm that possesses a very basic sense of abstract reasoning, for example. NVIDIA Research has also contributed extensively to this rapidly evolving technology, with past demonstrations including generating landscapes from sketches, generating photo-realistic portraits and even swapping facial expressions between animals.

A number of companies are working to develop counter technologies capable of detecting manipulated content by looking for markers otherwise invisible to the human eye. In 2019, Adobe Research teamed up with UC Berkeley to develop and demonstrate an AI capable of not only identifying portrait manipulations, but also automatically reversing the changes to display the original, unmodified content.

The general public doesn’t yet have access to these types of technologies, however, generally leaving them vulnerable to the manipulated media that permeates social media.

Via: NVIDIA

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Hubble captures supernova 70M light-years away as it briefly outshines its host galaxy

06 Oct

The Hubble Space Telescope recently captured images of an exploding star 70 million light-years away. The event was recorded as part of an ongoing program to measure the expansion rate of the universe in order to better understand its age. For a moment, the explosion outshined its entire host galaxy and the resulting energy was ‘equal to the radiance of 5 billion Suns.’

NASA has assembled its images from the Hubble Space Telescope to create a new time-lapse sequence, seen below. The supernova explosion took place in the spiral galaxy NGC 2525. In February 2018, Hubble began its observation of SN2018gv after a Japanese amateur astronomer, Koichi Itagaki, first detected it in mid-January. The supernova has been used to help precisely the expansion rate of the universe, which is itself critical to our understanding of the universe.

The time-lapse sequence above spanned nearly a year, with the supernova first appearing ‘as a blazing star located on the galaxy’s outer edge. It initially outshines the brightest stars in the galaxy before fading out of sight.’

Nobel Laureate Adam Riess of the Space Telescope Science Institute (STScI) and John Hopkins University says, ‘No earthly fireworks display can compete with this supernova, captured in its fading glory by the Hubble Space Telescope.’ Riess is the leader of the High-z Supernova Search Team and the Supernovae H0 for the Equation of State (SH0ES) Team.

The NASA Hubble Site news release continues, ‘The type of supernova seen in this sequence originated from a burned-out star—a white dwarf located in a close binary system—that is accreting material from its companion star. When the white dwarf reaches a critical mass, its core becomes hot enough to ignite nuclear fusion, turning it into a giant atomic bomb. This thermonuclear runaway process tears the dwarf apart. The opulence is short-lived as the fireball fades away.’ SN2018gv is a Type Ia supernova. You can learn more about supernovae and the characteristics of each type in this article from BBC’s Sky at Night.

NASA, ESA, and A. Riess (STScI/JHU) and the SH0ES team Acknowledgment: M. Zamani (ESA/Hubble)

Supernovae like SN2018gv peak at the same brightness, which allows them to act a type of standard, ‘standard candles.’ With the actual peak brightness known, scientists can determine the distances of host galaxies by comparing visible brightness. With this information, it is then possible to measure the expansion rate of the universe itself. You can learn more about how Hubble has aided in our understanding of the universe’s expansion rate in this article.

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The inspiration behind Canon’s RF 600mm F11 and 800mm F11 super-tele lenses

06 Oct

In July, Canon announced a pair of super-telephoto fixed-aperture lenses for its RF lens mount. The new RF 600mm F11 IS STM and RF 800mm F11 IS STM lenses are distinct among Canon’s modern offerings but are reminiscent in design and philosophy to some of Canon’s R lenses from 1960.

Six decades ago, Canon released the R300mm F4, R400mm F5.6, R600mm F5.6, R800mm F8 and R1000mm F11 super-telephoto lenses. While not fixed aperture lenses like the new RF lenses, the vintage bellows-driven lenses were nonetheless the inspiration for this year’s modern interpretations. In a Japanese-language interview published by DC Watch, Canon’s Chief of Lens Product Planning, Kengo Iezuka, notes that the EOS R system allows him and his team to create new user experiences for modern photographers. This includes breaking down ‘the three barriers of super-telephoto lenses,’ which he states are weight, size and cost. In 1960, Canon worked to overcome these challenges with its R lenses, and Iezuka believes Canon’s RF 600mm F11 and RF 800mm F11 lenses do the same in 2020.

Canon R600mm f/5.6 lens. The lens was first marketed in January 1960. Image credit: Canon, Canon Camera Museum

When Iezuka was a child and wanted to capture wildlife images of a Little Egret, he was unable to due to the expense of super-telephoto lenses. Iezuka says via translation, ‘I knew that there were many people who gave up what they wanted to shoot and the expressions they wanted to shoot because they couldn’t buy a super-telephoto lens and couldn’t carry it because it was big and heavy. With the EOS R system, I think I was finally able to get closer to the dream super-telephoto world. I would like you to enjoy shooting things that you couldn’t shoot before and the expressions you wanted to shoot with this 600mm/800mm F11 lens.’

In elaborating further upon how the Canon EOS R system allows the three barriers of super-telephoto lenses, Iezuka states that Canon’s Dual-Pixel CMOS AF allows for strong autofocus performance even in low light, or when using a lens with a smaller maximum aperture, such as F11. In 1960, the sensitivity of film was stricter, requiring faster apertures in the case of the R400mm F4.5, R600mm F5.6 and R800mm F8. However, today, Canon’s EOS R system allows for much more flexibility when designing new lenses. In fact, the EOS R can even work with F22, allowing Iezuka and his team to utilize an F11 design that can incorporate a 2x teleconverter.

If Canon had pursued an F8 aperture, the lens would have been larger and heavier. An F16 lens would have worked without a teleconverter, but not with a 2x TC attached. It was around this point in the design process when the team first considered making the lens with a fixed aperture. Ultimately, removing the aperture unit allowed for reduction in weight and cost, both critical design goals for Iezuka and the team at Canon.

Iezuka also shared that the RF 600mm and 800mm lenses were not his first attempt to create a lightweight and cost-effective super-telephoto lens. He had previously explored the idea for SLR cameras. ‘I wondered if I could manage to get closer to the world of super-telephoto lenses that exceed 400mm,’ Iezuka said, ‘I considered increasing the F-number as I did this time, but it didn’t work. If you increase the F value, you can only autofocus at the center of the [frame]…so I gave up.’ The new RF lenses offer autofocus coverage of 60% x 40% (W x H) with the recent Canon EOS R5 and R6 full-frame mirrorless cameras.

Iezuka also considered zoom lenses, but this design would increase the weight too much to be able to carry the lens around all day. The RF 600mm lens weighs approximately 2.05lb and the RF 800mm weighs about 2.78lb. In order to maintain a lightweight design and ensure the lenses are affordable, metal parts are kept to a minimum and much of the lens is constructed using resin. In order to utilize a collapsible design, many parts had to be molded, which is unique for Canon’s lenses. The collapsible design came from one of the youngest members of the team, Iezuka says, and was the result of internal competition within the department.

There is much more excellent insight into the design process in the full interview, so be sure to check that out. Click the following links for more information on the Canon RF 600mm F11 IS STM and RF 800mm F11 IS STM lenses.

(Via PetaPixel)

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Exploring Monte Cristo ghost town with Sam Horine and the Canon EOS R5

05 Oct

The Canon EOS R5 is a powerful stills and video camera, designed for enthusiast and professional users. With a high-resolution full-frame sensor and advanced human and animal face and eye-detection, the EOS R5 is a versatile option for travel and portraiture. As well as stills, the R5 can also capture HD, 4K and 8K video.

Join Seattle-based photographer Sam Horine as he uses the EOS R5 to explore the ghost town of Monte Cristo, in Washington State. Wildflowers, campfires and the cosmos – oh my!

Monte Cristo ghost town: Sample images

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Cosina announces new VM-mount Voigtlander Nokton Vintage Line 50mm F1.5 Aspherical II VM lens

05 Oct

Cosina has announced (translated) the release of its new Voigtlander Nokton Vintage Line 50mm F1.5 Aspherical II VM lens, an updated version of its predecessor, which was released back in June 2013.

The second-generation lens features an entirely redesigned optics system and a more compact body to match. It’s constructed of eight elements in seven groups, has an aperture range of F1.5-F16, uses a 12-blade aperture diaphragm and has a minimum focusing distance of 70cm (27.5”). The lens measures in at just 55mm (2.17”) diameter and 37mm (1.5”) in length.

The left and center lenses are the aluminum models; the right lens is the brass version.0

The lens is constructed almost entirely of metal, with knurled rings for manually adjusting both the aperture and focus. Interestingly, Cosina is offering the lens in two different versions: a multi-coating version (MC) and a single-coating version (SC). In its own words, Cosina says the MC version ‘aims to reproduce colors as neutral as possible’ while the single coating ‘reproduces classical colors.’

Below is a sample gallery of images captured with the lens and provided by Cosina:

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Cosina is offering the lens in black and silver versions constructed of aluminum, while a more premium model constructed of nickel-plated and black-painted brass is also available.

All versions of the Voigtlander Nokton Vintage Line 50mm F1.5 Aspherical II VM lens use a bayonet VM mount that can be used with Vessa and M-mount cameras (not including the Bessa L and R). The Japan launch date is October 22 for all models and pricing is listed at ¥100,000 (~$ 950) for the aluminum models and ¥115,000 (~$ 1,100) for the brass model. Currently, no information on availability outside of Japan is mentioned.

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Here’s our wish list for the Nikon Z6 II and Z7 II

05 Oct
Thanks to a process of continued improvement, the Z6 and Z7 are going to be hard acts to follow.

Nikon has already started teasing its forthcoming Z6 and Z7 Mark II cameras, so the question is: just what are they going to bring? We’ve collectively put together a list of what we’d like to see on these updated models. It’s not necessarily what we think Nikon will provide, more a list of what we think would be nice.

Fixing the things complained about

On the hardware side, there are a couple of obvious changes that would immediately justify the incremental implications of that ‘Mark II’ billing: correcting the much-criticized omissions in the original models.

The most obvious would be the provision of twin card slots. It’s a feature many professional photographers lean on, which meant the Z7 looked less attractive to that crowd than it could have been. The Z6 was beaten with the same stick, though perhaps with less justification (though Nikon has tended to include them on even its most lowly full-frame models).

Providing twin card slots would be an easy ‘win’ for Nikon

Wherever you stand on the issue, providing twin card slots would be an easy PR win for Nikon. Adopting the smaller CFexpress ‘A’ cards would, perhaps, make it easier to do without increasing the size of the camera body but then risks incurring the wrath of existing users who’ve bought into XQD and CFexpress type B formats.

Another feature missed-off the original cameras was a connection port to allow a battery grip with duplicate controls for portrait orientation shooting. This would be another comparatively simple way to expand the capabilities of the new cameras.

And, on the subject of battery endurance, a larger battery pack wouldn’t go amiss, if the bodies are being re-worked. I’m sure there will be plenty of comments saying that they’ve had no problems with the existing cameras, but whether it’s to give professional Z7 II-shooters or Z6 II video users one less thing to worry about, additional battery life is rarely a bad thing.

Yes, XQD (as are the CFexpress type-B cards that Nikon also now supports) are fast, but there’ll be a lot of frustration if the Mark II models only have single slots. Especially in the light of the Z5 sporting twin SDs.

Moving the hardware forward

Beyond this, it’ll be interesting to see whether Nikon has managed to source new sensors for the new cameras. We’ve not yet seen anything that obviously surpasses the 24MP sensor in the Z6 (also used by other manufacturers, including models as recent as the Sony a7C and Lumix S5), so it wouldn’t leave the Z6 II lacking by pressing on with the same chip. That said, a newer sensor with faster readout could help with both autofocus and video performance, so it would be an attractive upgrade if there’s one available.

The 24MP sensor in the Z6 is still competitive but a newer sensor with faster readout could help both autofocus and video

With regards the Z7 II, a jump from 46MP to somewhere closer to the Sony a7 IV’s 60MP wouldn’t hurt its chances: both in terms of looking competitive against the Sony to newcomers and in terms of giving Z7 users a reason to upgrade.

It seems highly likely that the Z7 II, or even both new models, will gain higher resolution viewfinders. The 3.68M dot EVFs used in the original models were good for their day but there are 5.76M and 9.44M dot panels available now, so we’d expect to see a move to one of those higher-res displays.

Which brings us to the rear LCDs. We’ve really enjoyed the two-way tilting LCD cradles used on the likes of Fujifilm’s X-T3 and Panasonic’s S1 and S1R. We think it’s unlikely, but there’s an argument to be made that a similar design would be a good fit for the Z7 II, and perhaps even a fully-articulated panel for the Z6 II, assuming Nikon continues its impressive work towards providing a camera that’s as adept at video as it is at stills.

Yes, we are aware that there’s a cohort of stills photographers who’d be aghast at such a suggestion, and we suspect Nikon won’t want to upset them too much.

Keep rolling!

We have to assume there will be some new video features in the cameras, because it’d be senseless to sit back and relax after all the progress made with the Z6. The addition of 10-bit internal capture would certainly expand the appeal of the camera, making Log footage more flexible and allowing the capture of HDRTV-compatible high dynamic range footage.

Alongside this, it would be lovely to see waveform displays added, to make it easier to assess exposure. This would be a big step for Nikon but it does appear the company has been listening to the needs of videographers, so we think it’s possible.

The addition of 10-bit internal capture would certainly expand the appeal of the camera for videographers

Similarly, it would be useful for the Z6 II to display the shutter speed in terms of shutter angle: this would become particularly useful if the camera can shoot 60p footage, as it allows you to maintain a 180 degree shutter angle (meaning a shutter speed that’s twice the frame rate) as you jump between capturing footage at different frame rates.

Beyond this, it’s difficult to anticipate what Nikon could sensibly add to a camera that isn’t trying to be dedicated to video. 6K Raw output would avoid the sub-sampling aliasing we saw in the Z6’s Raw video stream but would entail much larger video files. At the very least, it would be nice to see Nikon communicate more metadata so that Atomos recorders can create ProRes Raw files that allow a broader range of adjustments within Final Cut Pro than is currently possible.

Software/UI:

Finally, there are a few aspects of the software and user interface we’d like to see improved.

A generational update of the camera would usually also come with a generation’s improvement in the AF tracking performance. Nikon has continuously improved the AF performance and interface on the Z6 and Z7, so we’d only expect a relatively small improvement, but there is room for improvement on both counts.

Nikon’s tracking in its mirrorless cameras has steadily improved but it still isn’t quite as ‘sticky’ as the latest Sony and Canon cameras, we’ve tended to find. It’s not far off, but it would be nice to see a further improvement, particularly in video mode.

Nikon has been improving the Z6 and Z7’s autofocus interface but better integration of its features would be good to see

As well as the performance, Nikon has also been fine-tuning its user interface: letting you pre-select where you want subject tracking to start, and letting you start and stop tracking by pressing or releasing the shutter button, for instance. But Tracking and Face/Eye detection remain separate modes, built on top of the ‘Auto’ area mode. We’d love to see a distinct mode, let’s call it something like ‘3D Subject Tracking,’ that tracks the subject under the focus point and utilizes Face or Eye detection if that subject happens to possess either of those things. This better integrated system is really simple to use on the latest Canons and Sonys, and it would be good to see it replicated here, just for speed and convenience.

Finally, we’d love to see a return of the ability to format the card or reset the camera by pressing pairs of buttons: it was a feature unique to Nikon DSLRs and became second-nature to many Nikon photographers.

No easy task

Overall, though, preparing this article reminded us just how good both the Z6 and Z7 have become. We thought they were pretty polished first efforts when they arrived, and Nikon has continued to improve them ever since. It’ll be interesting to see what the company will do to top them.

Let us know in the comments what changes, improvements or additions you’d most like to see in the forthcoming models.

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Canon to Announce the EOS M50 Mark II With 32.5 MP, 14 FPS

05 Oct

The post Canon to Announce the EOS M50 Mark II With 32.5 MP, 14 FPS appeared first on Digital Photography School. It was authored by Jaymes Dempsey.

Canon to announce EOS M50 Mark II

2020 is Canon’s year.

First we get the EOS R5 and R6, two powerhouse cameras that have revolutionized Canon’s mirrorless lineup (and, in some ways, the world of mirrorless more generally).

And now it looks like we’ll be seeing another impressive mirrorless model before the year is out, this time as an addition to Canon’s APS-C mirrorless arsenal:

The EOS M50 Mark II, the successor to the fantastic EOS M50.

While the EOS M50 Mark II’s release isn’t yet official, camera product listings have prompted Canon Rumors to declare that the new mirrorless body is “confirmed.”

And according to Canon Rumors, the EOS M50 Mark II will include a 32.5 MP sensor (up from 24 MP on the EOS M50), as well as improved autofocus, 14 frames-per-second continuous shooting (compared to 10 fps on the EOS M50), 4K/60p capabilities without a crop, one SD card slot, and a 3.69M-dot electronic viewfinder (up from the 2.36M-dot EVF on the EOS M50). You can also expect compatibility (via an adapter) with Canon’s EF and EF-S lenses, though Canon also offers a decent range of EF-M glass.

In other words, the EOS M50 Mark II will be impressive indeed. Photographers will be able to harness the detail of a 30+ megapixel sensor while maintaining the speed of an action camera. And while we don’t know if the 14 fps specification only applies when using AF-S autofocus, worst-case scenario puts the EOS M50 Mark II at around 10 fps when set to AF-C, which is not bad at all for serious action shooters.

Personally, I’m most looking forward to the electronic viewfinder. I find EVFs below 3.69M-dot tough to use, and it’s hard to overstate the value of a good electronic viewfinder. After all, it’s what defines your entire shooting experience, especially if you’re the type that shoots frequently through the viewfinder rather than working with Live View on the rear LCD.

Overall, the EOS M50 Mark II appears to be something of an all-around camera for beginners and intermediate photographers (while still perfectly capable of professional-quality shots). And the 4K/60p video is a nice addition for hybrid shooters and vloggers, especially given the limitations of the EOS M50’s 4K/24p video (it comes with a frustrating 1.7x crop).

So if you’re looking for a powerful camera that offers a lot of resolution, impressive speed, and a (likely) reasonable price tag, then keep an eye out for the official EOS M50 Mark II announcement over the next few months.

Now over to you:

What do you think about these EOS M50 Mark II features? Are you impressed? Disappointed? Do you plan to purchase the EOS M50 Mark II?

The post Canon to Announce the EOS M50 Mark II With 32.5 MP, 14 FPS appeared first on Digital Photography School. It was authored by Jaymes Dempsey.


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It’s alive: Zeiss’ Android-powered ZX1 camera is available to pre-order on B&H for $6K

05 Oct

Surprises in 2020 have proven less than ideal more often than not, but a new bit of information might make one surprise in the photography world an anomaly from the rest. B&H has sent out an email notifying consumers the long-awaited Zeiss ZX1 camera is now available for pre-order for $ 6,000 and is ‘Coming Soon.’

The fabled ZX1 was announced all the way back in September 2018. At the time, Zeiss detailed the specifications of the Android-powered full-frame camera that features a 37.4MP sensor behind a fixed 35mm Distagon F2 lens. And while it isn’t the first Android-powered camera to come to fruition, it did set itself apart from the onset due to Zeiss partnering with Adobe to ensure Lightroom CC would run directly on the camera’s 4.3” 1280×720 pixel display. In Zeiss’ own words, the camera was designed to enable you to shoot, edit and share on the fly.

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Zeiss said in its announcement the camera would be available in ‘early 2019.’ As we all know by now though, that wasn’t the case. In February 2019 we had our first hands-on with the ZX1 and in March 2019 we had an interview with Elliot Shih, Senior Product Manager of Zeiss, talking about the camera, but since then it’s been radio silence, despite multiple attempts to contact Zeiss for more information.

We have contacted B&H for more information regarding the listing and potential availability dates of the ZX1, but the shop is closed and its employees are on break through October 11, so it’s unlikely we’ll receive a response any earlier than October 12. We will update this article with more information as it becomes available.

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This iOS 14 widget adds NASA’s Astronomy Picture of the Day to your homescreen

04 Oct

With the release of Apple’s iOS 14, users can finally add widgets to their homescreen and subsequent pages, paving the way for unique ways to customize your iOS device. Inspired by a widget from iOS Reddit client Apollo, developer Mark Hambly decided to make his own to show off the beautiful astrophotography of NASA’s Astronomy Picture of the Day (APOD) project.

A collection of various layouts you can achieve using the new widgets in iOS 14.

The aptly named APOD app, which is free to download (and ad-free), will refresh every day with the latest image(s) from NASA’s APOD feed. You can customize the widget to show up as a 2×2 square, 2×4 rectangle or a 4×4 square to squeeze it into whatever homescreen setup you’ve customized. The widget offers the option to show the current APOD, a random APOD or cycle through a collection of your favorite APOD images you’ve marked within the app.

You can pick between the APOD, a random APOD from the past or a collection of Favorite APOD images you’ve saved.

If you want additional information on the image being displayed, you can tap on the widget and it will take you into the app, where you’ll see the image’s title, the date it was released and the description provided by NASA. You can also browse through the Astronomy Picture of the Day by date and even tap the ‘Random’ button that will surprise you from a past image.

The app is still in its infancy, as it was quickly developed ‘over a few evenings’ as part of a personal hackathon, so if you do come across the bug, just report it to the developer through the app’s settings. The app is available in the iOS App Store.

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Nikon Z5 sample gallery: new samples from DPReview TV

04 Oct

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The Nikon Z5 continues to impress us. Check out this brand new Z5 sample gallery from our team at DPReview TV.

If you missed our first Nikon Z5 sample gallery you can find it below.

View the new Nikon Z5 sample gallery

View the original Nikon Z5 sample gallery

Original Nikon Z5 sample gallery

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