ModelNet40-C
tapnet
| ModelNet40-C | tapnet | |
|---|---|---|
| 2 | 3 | |
| 202 | 1,056 | |
| - | 3.5% | |
| 0.0 | 8.2 | |
| 8 months ago | 9 days ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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ModelNet40-C
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[R] NEW Robustness Benchmark for 3D Point Cloud Recognition, ModelNet40-C. "Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions"
Code for https://arxiv.org/abs/2201.12296 found: https://github.com/jiachens/ModelNet40-C
tapnet
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Meta AI releases CoTracker, a model for tracking any points (pixels) on a video
Neat. It's mentioned on Facebook's page, but here Google's version of point tracking: https://deepmind-tapir.github.io
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Meet TAP-Vid: A Dataset of Videos Along With Point Tracks, Either Manually Annotated or Obtained From A Simulator
Quick Read: https://www.marktechpost.com/2022/11/26/meet-tap-vid-a-dataset-of-videos-along-with-point-tracks-either-manually-annotated-or-obtained-from-a-simulator/ Paper: https://arxiv.org/pdf/2211.03726.pdf Github link: https://github.com/deepmind/tapnet
- Tap-Vid: A Benchmark for Tracking Any Point in a Video
What are some alternatives?
ronin - RoNIN: Robust Neural Inertial Navigation in the Wild
co-tracker - CoTracker is a model for tracking any point (pixel) on a video.
LFattNet - Attention-based View Selection Networks for Light-field Disparity Estimation
omnimotion
torchio - Medical imaging toolkit for deep learning
Ghost-DeblurGAN - This is a lightweight GAN developed for real-time deblurring. The model has a super tiny size and a rapid inference time. The motivation is to boost marker detection in robotic applications, however, you may use it for other applications definitely.
webdataset - A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
yolo-tf2 - yolo(all versions) implementation in keras and tensorflow 2.x
opendr - A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning
natural-adv-examples - A Harder ImageNet Test Set (CVPR 2021)
fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down: