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Rex Cheng's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

caffe icon caffe

Forked from NVIDIA's caffe 0.15. Added Weighted Softmax Loss layer. See also: https://github.com/silver-rush/Weighted_Softmax_Loss

cascadepsp icon cascadepsp

[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

cutie icon cutie

[CVPR 2024 Highlight] Putting the Object Back Into Video Object Segmentation

ema-pytorch icon ema-pytorch

A simple way to keep track of an Exponential Moving Average (EMA) version of your pytorch model

grounded-segment-anything icon grounded-segment-anything

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

htyc-eitc-student icon htyc-eitc-student

This is a repo for storing and sharing the resources provided to EITC students in HTYC.

imm icon imm

Code for unsupervised learning of object landmarks as proposed in "Unsupervised Learning of Object Landmarks through Conditional Image Generation", Tomas Jakab*, Ankush Gupta*, Hakan Bilen, Andrea Vedaldi, Advances in Neural Information Processing Systems (NeurIPS) 2018.

kinetics_to_frames icon kinetics_to_frames

Convert kinetics datasets (or other video datasets) to frames. Support resizing and temporal sampling for space efficiency.

markov-next-word icon markov-next-word

A next-word prediction program using Markov chain with n-gram written in Go.

mask-propagation icon mask-propagation

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mivos icon mivos

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

portrait_matting icon portrait_matting

Implementation of "Automatic Portrait Segmentation" and "Deep Automatic Portrait Matting" with Chainer.

pysc2 icon pysc2

StarCraft II Learning Environment

pythia icon pythia

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

python-sc2 icon python-sc2

A StarCraft II bot api client library for Python 3

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