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Simple examples to introduce PyTorch

Python 4,896 923 Updated Feb 20, 2022

Simple PyTorch Tutorials Zero to ALL!

Python 3,974 1,196 Updated Mar 23, 2024

南瓜书:《机器学习》(西瓜书)公式详解

25,891 4,800 Updated Apr 22, 2026

📖 OpenCV-Python image processing tutorial for beginners

TypeScript 3,140 955 Updated Jul 11, 2023

Attempting to make the Deep Learning Book easier to understand.

Jupyter Notebook 1,069 312 Updated Sep 1, 2018

This repository is no longer maintained.

15,327 2,429 Updated Jan 16, 2020

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation …

Jupyter Notebook 155 28 Updated Dec 6, 2018

This is tensorflow implementation for paper "Deep Image Matting"

Python 624 185 Updated Sep 21, 2018

Spectral segmentation described in Aksoy et al., "Semantic Soft Segmentation", ACM TOG (Proc. SIGGRAPH), 2018

HTML 572 131 Updated Sep 7, 2020

Video Object Segmentation with Re-identification

Python 291 64 Updated Jul 19, 2018

Online Meta Adaptation for Fast Video Object Segmentation

Python 24 2 Updated Jan 1, 2019

A best practice for tensorflow project template architecture.

Python 3,617 794 Updated Apr 21, 2022

PyTorch deep learning projects made easy.

Python 5,117 1,099 Updated Jun 4, 2024

Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr

Python 846 154 Updated Sep 4, 2020

项目注释+论文复现+算法竞赛+Pytorch实践+LeetCode+VLM预训练

Jupyter Notebook 709 156 Updated May 12, 2025

This repository contains lists of state-or-art semantic instance segmentation works

87 13 Updated May 26, 2018

PANet for Instance Segmentation and Object Detection

Python 1,351 279 Updated Mar 17, 2019

基于视频的目标检测算法研究

Python 504 98 Updated Aug 29, 2018

OSMN: One-Shot Modulation Network for Semi-supervised Video Segmentation

Python 152 23 Updated May 12, 2020

Modified implementation for DVSNet based on Tensorflow

Python 118 22 Updated Oct 31, 2025

Code for the CVPR 2018 paper "Semantic Video Segmentation by Gated Recurrent Flow Propagation"

Python 56 8 Updated Jul 23, 2018

Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors

Python 775 162 Updated Nov 17, 2019

Demo code of the paper "Fast and Accurate Online Video Object Segmentation via Tracking Parts", in CVPR 2018

Python 183 28 Updated Jun 12, 2018

Recommended Papers. Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Learning (cs.LG)

715 168 Updated Sep 22, 2020

📚 Solutions for C++ Primer 5th exercises.

C++ 3,358 1,411 Updated Jul 30, 2023

📘《OpenCV3编程入门》书本配套源码 |《Introduction to OpenCV3 Programming》Book Source Code

C++ 1,829 935 Updated Dec 3, 2017

Most popular metrics used to evaluate object detection algorithms.

Python 5,103 1,030 Updated Jun 16, 2026

Slides from various talks I gave

18 Updated Oct 25, 2018

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

Python 9,370 2,465 Updated Feb 16, 2023
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