Anton Obukhov
@obukhov.ai
Research Scientist in Computer Vision and Generative AI
Original announcement of Marigold Depth (CVPR 2024 Oral, Best Paper Award Candidate): x.com/AntonObukhov...
May 15, 2025 at 4:23 PM
Original announcement of Marigold Depth (CVPR 2024 Oral, Best Paper Award Candidate): x.com/AntonObukhov...
Team: Bingxin Ke (@bingxinke.bsky.social), Kevin Qu (@kevinqu.bsky.social), Tianfu Wang ( ), Nando Metzger (@nandometzger.bsky.social), Shengyu Huang, Bo Li, Anton Obukhov (@obukhov.ai), Konrad Schindler.
We thank @hf.co for their sustained support.
We thank @hf.co for their sustained support.
May 15, 2025 at 4:23 PM
Team: Bingxin Ke (@bingxinke.bsky.social), Kevin Qu (@kevinqu.bsky.social), Tianfu Wang ( ), Nando Metzger (@nandometzger.bsky.social), Shengyu Huang, Bo Li, Anton Obukhov (@obukhov.ai), Konrad Schindler.
We thank @hf.co for their sustained support.
We thank @hf.co for their sustained support.
A lot of cutting-edge research in related areas comes from ETH Zürich’s PRS lab, led by Prof. Konrad Schindler. Follow the lab for updates:
🐙 github.com/prs-eth
🤗 huggingface.co/prs-eth
🌐 prs.igp.ethz.ch
🎓 Open ETHZ BSc/MSc projects:
prs.igp.ethz.ch/education/op...
🐙 github.com/prs-eth
🤗 huggingface.co/prs-eth
🌐 prs.igp.ethz.ch
🎓 Open ETHZ BSc/MSc projects:
prs.igp.ethz.ch/education/op...
May 15, 2025 at 4:23 PM
A lot of cutting-edge research in related areas comes from ETH Zürich’s PRS lab, led by Prof. Konrad Schindler. Follow the lab for updates:
🐙 github.com/prs-eth
🤗 huggingface.co/prs-eth
🌐 prs.igp.ethz.ch
🎓 Open ETHZ BSc/MSc projects:
prs.igp.ethz.ch/education/op...
🐙 github.com/prs-eth
🤗 huggingface.co/prs-eth
🌐 prs.igp.ethz.ch
🎓 Open ETHZ BSc/MSc projects:
prs.igp.ethz.ch/education/op...
🤗 Demo (Depth): huggingface.co/spaces/prs-e...
🤗 Demo (Normals): huggingface.co/spaces/prs-e...
🤗 Demo (Albedo): huggingface.co/spaces/prs-e...
🤗 Models: huggingface.co/collections/...
🤗 Demo (Normals): huggingface.co/spaces/prs-e...
🤗 Demo (Albedo): huggingface.co/spaces/prs-e...
🤗 Models: huggingface.co/collections/...
May 15, 2025 at 4:23 PM
🤗 Demo (Depth): huggingface.co/spaces/prs-e...
🤗 Demo (Normals): huggingface.co/spaces/prs-e...
🤗 Demo (Albedo): huggingface.co/spaces/prs-e...
🤗 Models: huggingface.co/collections/...
🤗 Demo (Normals): huggingface.co/spaces/prs-e...
🤗 Demo (Albedo): huggingface.co/spaces/prs-e...
🤗 Models: huggingface.co/collections/...
🌎 Website: marigoldcomputervision.github.io
🧨 Tutorial: huggingface.co/docs/diffuse...
📗 Paper: arxiv.org/abs/2505.09358
🐙 Training code: github.com/prs-eth/Mari...
🧨 Tutorial: huggingface.co/docs/diffuse...
📗 Paper: arxiv.org/abs/2505.09358
🐙 Training code: github.com/prs-eth/Mari...
May 15, 2025 at 4:23 PM
🌎 Website: marigoldcomputervision.github.io
🧨 Tutorial: huggingface.co/docs/diffuse...
📗 Paper: arxiv.org/abs/2505.09358
🐙 Training code: github.com/prs-eth/Mari...
🧨 Tutorial: huggingface.co/docs/diffuse...
📗 Paper: arxiv.org/abs/2505.09358
🐙 Training code: github.com/prs-eth/Mari...
New modalities include surface normals and intrinsic decompositions like albedo, material properties (roughness, metallicity), and lighting decompositions. Marigold proves to be an efficient fine-tuning protocol that generalizes across image analysis tasks.
May 15, 2025 at 4:23 PM
New modalities include surface normals and intrinsic decompositions like albedo, material properties (roughness, metallicity), and lighting decompositions. Marigold proves to be an efficient fine-tuning protocol that generalizes across image analysis tasks.
@mattpoggi.bsky.social will probably know!
May 1, 2025 at 2:13 PM
@mattpoggi.bsky.social will probably know!
The workshop report is now released! arxiv.org/abs/2504.17787
April 25, 2025 at 3:24 PM
The workshop report is now released! arxiv.org/abs/2504.17787
Introducing 🛹 RollingDepth 🛹 — a universal monocular depth estimator for arbitrarily long videos! Our paper, “Video Depth without Video Models,” delivers exactly that, setting new standards in temporal consistency. Check out more details in the thread 🧵
February 28, 2025 at 10:26 AM
Previous posts: bsky.app/profile/obuk...
Update about the 4th Monocular Depth Estimation Workshop at #CVPR2025:
🎉 Website is LIVE: jspenmar.github.io/MDEC/
🎉 Keynotes: Peter Wonka, Yiyi Liao, and Konrad Schindler
🎉 Challenge updates: new prediction types, baselines & metrics
🎉 Website is LIVE: jspenmar.github.io/MDEC/
🎉 Keynotes: Peter Wonka, Yiyi Liao, and Konrad Schindler
🎉 Challenge updates: new prediction types, baselines & metrics
February 4, 2025 at 3:57 PM
Previous posts: bsky.app/profile/obuk...
Announcement: bsky.app/profile/obuk...
The 4th Monocular Depth Estimation Challenge (MDEC) is coming to #CVPR2025, and I’m excited to join the org team! After 2024’s breakthroughs in monodepth driven by generative model advances in transformers and diffusion, this year's focus is on OOD generalization and evaluation.
January 31, 2025 at 7:23 PM
Announcement: bsky.app/profile/obuk...
Not finished of course, but it has been demonstrated that such massive compute might be excessive. Video makes sense, but top labs have already delivered astounding video generators with comparable resources.
January 25, 2025 at 2:59 PM
Not finished of course, but it has been demonstrated that such massive compute might be excessive. Video makes sense, but top labs have already delivered astounding video generators with comparable resources.
Stay tuned for more updates and resources!
MDEC Team: Matteo Poggi (@mattpoggi.bsky.social), Fabio Tosi, Ripudaman Singh Arora, Anton Obukhov (@obukhov.ai), Jaime Spencer, Chris Russell (@cruss.bsky.social), Simon Hadfield, Richard Bowden.
MDEC Team: Matteo Poggi (@mattpoggi.bsky.social), Fabio Tosi, Ripudaman Singh Arora, Anton Obukhov (@obukhov.ai), Jaime Spencer, Chris Russell (@cruss.bsky.social), Simon Hadfield, Richard Bowden.
December 21, 2024 at 3:52 PM
Stay tuned for more updates and resources!
MDEC Team: Matteo Poggi (@mattpoggi.bsky.social), Fabio Tosi, Ripudaman Singh Arora, Anton Obukhov (@obukhov.ai), Jaime Spencer, Chris Russell (@cruss.bsky.social), Simon Hadfield, Richard Bowden.
MDEC Team: Matteo Poggi (@mattpoggi.bsky.social), Fabio Tosi, Ripudaman Singh Arora, Anton Obukhov (@obukhov.ai), Jaime Spencer, Chris Russell (@cruss.bsky.social), Simon Hadfield, Richard Bowden.
Team ETH Zürich: Massimiliano Viola, Kevin Qu (@kevinqu.bsky.social), Nando Metzger (@nandometzger.bsky.social), Bingxin Ke (@bingxinke.bsky.social), Alexander Becker, Konrad Schindler, and Anton Obukhov (@obukhov.ai). We thank @hf.co and @gradio-hf.bsky.social for their continuous support.
December 19, 2024 at 1:52 AM
Team ETH Zürich: Massimiliano Viola, Kevin Qu (@kevinqu.bsky.social), Nando Metzger (@nandometzger.bsky.social), Bingxin Ke (@bingxinke.bsky.social), Alexander Becker, Konrad Schindler, and Anton Obukhov (@obukhov.ai). We thank @hf.co and @gradio-hf.bsky.social for their continuous support.
🌎 Website: marigolddepthcompletion.github.io
🤗 Demo: huggingface.co/spaces/prs-e...
📕 Paper: arxiv.org/abs/2412.13389
👾 Code: github.com/prs-eth/mari...
🤗 Demo: huggingface.co/spaces/prs-e...
📕 Paper: arxiv.org/abs/2412.13389
👾 Code: github.com/prs-eth/mari...
Marigold Depth Completion - a Hugging Face Space by prs-eth
Discover amazing ML apps made by the community
huggingface.co
December 19, 2024 at 1:52 AM
🌎 Website: marigolddepthcompletion.github.io
🤗 Demo: huggingface.co/spaces/prs-e...
📕 Paper: arxiv.org/abs/2412.13389
👾 Code: github.com/prs-eth/mari...
🤗 Demo: huggingface.co/spaces/prs-e...
📕 Paper: arxiv.org/abs/2412.13389
👾 Code: github.com/prs-eth/mari...