Jason07709
Follow
Stars
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
The world's simplest facial recognition api for Python and the command line
Python sample codes for robotics algorithms.
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source …
deep learning for image processing including classification and object-detection etc.
Datasets, Transforms and Models specific to Computer Vision
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Common used path planning algorithms with animations.
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
3D ResNets for Action Recognition (CVPR 2018)
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
[CVPR'23 Best Paper Award] Planning-oriented Autonomous Driving
A minimalist environment for decision-making in autonomous driving
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)
Non-local Neural Networks for Video Classification
Convolutional neural network model for video classification trained on the Kinetics dataset.
Implementation of Non-local Block.
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.
Mastering Diverse Domains through World Models
Temporal Segment Networks (TSN) in PyTorch
[PAMI'23] TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving; [CVPR'21] Multi-Modal Fusion Transformer for End-to-End Autonomous Driving
A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.
PyTorch implementation of two-stream networks for video action recognition