Rex Cheng's repositories
Tracking-Anything-with-DEVA
[ICCV 2023] Tracking Anything with Decoupled Video Segmentation
CascadePSP
[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement
Mask-Propagation
[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.
Scribble-to-Mask
[CVPR 2021] MiVOS - Scribble to Mask module
Grounded-Segment-Anything
Grounded-SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
vos-benchmark
Fast and general video object segmentation evaluation.
DeepGrabCut-PyTorch
Deep GrabCut in PyTorch
kinetics_to_frames
Convert kinetics datasets (or other video datasets) to frames. Support resizing and temporal sampling for space efficiency.
pytorch-semseg
Semantic Segmentation Architectures Implemented in PyTorch
fbrs_interactive_segmentation
[CVPR2020] f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation https://arxiv.org/abs/2001.10331
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
Single-View-Metrology-Step-By-Step
An implementation of Single View Metrology (Criminisi99) with step-by-step guidance in a Jupyter Notebook.