Rex Cheng (hkchengrex)

hkchengrex

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Location:Champaign, IL

Home Page:https://hkchengrex.com

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Rex Cheng's repositories

XMem

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

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Tracking-Anything-with-DEVA

[ICCV 2023] Tracking Anything with Decoupled Video Segmentation

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CascadePSP

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

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STCN

[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

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MiVOS

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

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Cutie

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

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Mask-Propagation

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

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Scribble-to-Mask

[CVPR 2021] MiVOS - Scribble to Mask module

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Grounded-Segment-Anything

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

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vos-benchmark

Fast and general video object segmentation evaluation.

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STM

Video Object Segmentation using Space-Time Memory Networks

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DeepGrabCut-PyTorch

Deep GrabCut in PyTorch

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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.

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kinetics_to_frames

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

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pysc2

StarCraft II Learning Environment

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pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

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fbrs_interactive_segmentation

[CVPR2020] f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation https://arxiv.org/abs/2001.10331

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maskrcnn-benchmark

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

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pythia

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

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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).

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RGMP

Fast Video Object Segmentation by Reference-Guided Mask Propagation

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semseg

Semantic Segmentation in Pytorch

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Single-View-Metrology-Step-By-Step

An implementation of Single View Metrology (Criminisi99) with step-by-step guidance in a Jupyter Notebook.

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so

Stackoverflow answers

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TCN

Sequence modeling benchmarks and temporal convolutional networks

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YuLung

YuLung (雨龍) - A StarCraft II agent.

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