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Обо мне: karfly.github.io – @karfly
Realtime NeRF inference in browser! Try it out:
🌐 https://phog.github.io/snerg/#demos
📉 @loss_function_porn
New banger from OpenAI – DALL·E (Dalí + WALL·E).
It generates images from text captions and it's fucking amazing! You must go to the webpage and stare at other examples 🤯
🌐 openai.com/blog/dall-e
📉 @loss_function_porn
MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANs
Work on conditional image generation
ArXiV: https://arxiv.org/abs/2012.02821
#GAN #DL #food2vec
Turning selfie video into Deformable NeRF for high-fidelity renderings from novel viewpoints.
The work smashes previous methods (Neural Volumes, NeRF) in terms of quality by a wide margin. Just look at these curls at 0:46 (timecode is clickable)!
🌐 nerfies.github.io
📝 arxiv.org/abs/2011.12948
📉 @loss_function_porn
Deep generative model writes programs to build novel 3D chairs from cuboids. Well-learned latent space supports interpolations between programs. No doubt, the next step is to train an embedder from IKEA assembly instructions.
🌐 rkjones4.github.io/shapeAssembly
📝 arxiv.org/abs/2009.08026
📉 @loss_function_porn
One (of few) GAN applications – generation of 3D landscape patches (desert dunes, rocky mountains, snow hills, etc). Results are more realistic than Perlin noise. Available as a Unity plugin.
🌐 apseren.com/mlterraform
📝 Online demo
📉 @loss_function_porn
in3D: app for creating photorealistic 3D avatars. Dance in AR, pick the perfect size for jeans or even export 3D model to GTA V. iPhone X and higher is required
📱 apple.co/30Xm7MT
🌐 in3d.io
📉 @loss_function_porn #friends
Season of CVPR’21 papers!
FastNeRF renders at 200FPS on GPU thanks to revised architecture, efficient querying and caching.
Such a solid result with no videos to share!
📝 arxiv.org/abs/2103.10380
📉 @loss_function_porn
New method to create relightable 3D selfies from Samsung AI (Moscow). You have: single smartphone video of a head with blinking flash. You get: sharp renderings under any lighting and from any viewpoint.
🌐 saic-violet.github.io/relightable-portrait
📝 arxiv.org/abs/2012.09963
📉 @loss_function_porn
A mask-guided optimization in latent space of StyleGANv2 to manipulate distinct face regions. Realism is great (look at teeth and wrinkles), but strong color artifacts spoil the impression.
🌐 github.com/bmolab/masked-gan-manifold
📝 Paper (.pdf)
📉 @loss_function_porn
NVIDIA has just announced Maxine – a new AI SDK for video conferencing. It includes real-time language translation, low-light correction, gaze correction, super-resolution, noise removal, and more.
The most intriguing feature is the reduction of video bandwidth by transmitting only lightweight facial landmarks of a speaker. On the other side the face is re-generated from landmarks with NN (see video).
🌐 developer.nvidia.com/maxine
📉 @loss_function_porn
Finally, Snapchat anime lens! Look at admins and their friends saying hello.
Kudos to developers for realtime performance.
🌐 Snap link
📉 @loss_function_porn
X-Fields: Image interpolation in View, Light, and Time dimension.
Сompared to NeRF, this method needs just several minutes to train. New efficient scene representation + lightweight rendering network enable real-time scene navigation.
🌐 xfields.mpi-inf.mpg.de
📝 Paper (pdf)
📉 @loss_function_porn
Generating infinite landscape timelapse videos from single static image. Under the hood there is an augmented StyleGAN which allows modeling dynamic changes in a scene.
🌐 saic-mdal.github.io/deep-landscape
📝 Paper (pdf)
📉 @loss_function_porn #ECCV2020
