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Starred repositories

28 stars written in Jupyter Notebook
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The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Jupyter Notebook 49,251 5,812 Updated Sep 18, 2024

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

Jupyter Notebook 20,714 5,418 Updated Jul 25, 2024

《统计学习方法》的代码实现

Jupyter Notebook 19,198 6,294 Updated Aug 22, 2023

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Jupyter Notebook 18,695 5,427 Updated Oct 14, 2021

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

Jupyter Notebook 15,904 1,454 Updated Sep 5, 2024

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…

Jupyter Notebook 14,477 1,503 Updated Dec 25, 2024

PRML algorithms implemented in Python

Jupyter Notebook 11,549 3,255 Updated Sep 27, 2024

Multi-Joint dynamics with Contact. A general purpose physics simulator.

Jupyter Notebook 8,897 914 Updated Mar 12, 2025

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

Jupyter Notebook 7,022 1,300 Updated Jan 18, 2023

links to conference publications in graph-based deep learning

Jupyter Notebook 4,888 778 Updated Dec 12, 2024

CoTracker is a model for tracking any point (pixel) on a video.

Jupyter Notebook 4,168 285 Updated Jan 21, 2025

Metric depth estimation from a single image

Jupyter Notebook 2,510 229 Updated May 3, 2024

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Jupyter Notebook 1,011 60 Updated Nov 30, 2023

3D mesh stylization driven by a text input in PyTorch

Jupyter Notebook 951 135 Updated May 19, 2024

Code repository for Convolutional Pose Machines, CVPR'16

Jupyter Notebook 878 342 Updated Jun 5, 2018

Data preparation and loader for AMASS

Jupyter Notebook 727 91 Updated Jul 25, 2024

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

Jupyter Notebook 601 98 Updated Jun 26, 2019
Jupyter Notebook 546 66 Updated Jan 26, 2024

SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree

Jupyter Notebook 457 14 Updated Dec 18, 2024

[NeurIPS 2024] Code release for "Segment Anything without Supervision"

Jupyter Notebook 451 27 Updated Oct 6, 2024

Large dataset of hand-object contact, hand- and object-pose, and 2.9 M RGB-D grasp images.

Jupyter Notebook 352 33 Updated Sep 22, 2024

Code repository for the paper "On the Benefits of 3D Pose and Tracking for Human Action Recognition", (CVPR 2023)

Jupyter Notebook 264 32 Updated Jan 19, 2024

Code for "The One Where They Reconstructed 3D Humans and Environments in TV shows" appearing in ECCV 2022.

Jupyter Notebook 260 17 Updated Sep 9, 2024

A Smooth Representation of SO(3) for Deep Rotation Learning with Uncertainty.

Jupyter Notebook 184 24 Updated Sep 18, 2024

End-to-end Recovery of Human Shape and Pose with tensorflow 2.0

Jupyter Notebook 134 32 Updated Jul 5, 2023

Data Preparation, Processing, and Visualization for MoVi Data

Jupyter Notebook 65 10 Updated Oct 12, 2022
Jupyter Notebook 43 1 Updated Mar 12, 2021

Official code for "There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks"

Jupyter Notebook 8 Updated Nov 26, 2024