hkchengrex/htyc-eitc-student

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Created over 7 years ago
Updated over 6 years ago

hkchengrex/htyc-eitc-student

hkchengrex

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

XMem

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

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

Cutie

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

STCN

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

MiVOS

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

Mask-Propagation

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

Scribble-to-Mask

[CVPR 2021] MiVOS - Scribble to Mask module

vos-benchmark

Fast and general video object segmentation evaluation.

PyTorch-ARCNN

A test script for ARCNN powered by PyTorch.

davis2016-evaluation

nitrous-ema

Fast and simple post-hoc EMA (Karras et al., 2023) for PyTorch with minimal `.item()` calls. ~78% lower overhead than ema_pytorch.

Course-Data-Analyser

A project for COMP2021 which analyse data of courses in HKUST

CharTrans-GAN

Use GAN to perform style transfer of Chinese characters.

BlenderVOSRenderer

Single-View-Metrology-Step-By-Step

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

Jupyter Notebook

Android-Matrix-Calculator

A simple android matrix calculator which supports input of unknowns.

VisualChat-Painter-example

kinetics_to_frames

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

Markov-Next-Word

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

shared-memory-tensor-dataset

This repository provides an example of reading from a single shared memory tensor from multiple processes (e.g., with DDP).