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algo_ds_notes

It is a repository that is a collection of algorithms and data structures with implementation in various languages.

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

cvpr21chal-slr

This repo contains the official code of our work SAM-SLR which won the CVPR 2021 Challenge on Large Scale Signer Independent Isolated Sign Language Recognition.

deeplabcut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

digital_video_introduction

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding).

fast_dense_feature_extraction

A Pytorch and TF implementation of the paper "Fast Dense Feature Extraction with CNNs with Pooling Layers"

filemanager

文件管理/文件去重/文件备份/文件同步/查找相似图片/查找相似视频/本地以图搜图/比对文本文件内容/拷贝目录结构/视频合并/视频裁剪/找出损坏的视频/提取音频/音频格式转换/批量重命名/搜索文件

learnopencv

Learn OpenCV : C++ and Python Examples

machine-learning-collection

A resource for learning about Machine learning & Deep Learning

mmdetection

OpenMMLab Detection Toolbox and Benchmark

opencv-python-tutorial

OpenCV问答群不再维护。有问题，自己去搜索。Google能找到大部分答案。

opencv_tutorials

Tutorials for learning OpenCV by making a video game bot.

pytorch-template

PyTorch deep learning projects made easy.

sklearn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

slt

Sign Language Transformers (CVPR'20)

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

torch-template-for-deep-learning

Pytorch Implementations of large number classical backbone CNNs, data enhancement, torch loss, attention, visualization and some common algorithms.

torchsketch

torchtext-summary

torchtext使用总结，从零开始逐步实现了torchtext文本预处理过程，包括截断补长，词表构建，使用预训练词向量，构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.

tuning_playbook_zh_cn

一本系统地教你将深度学习模型的性能最大化的战术手册。

vocalize-sign-language

Vocalization sign language with deep learning.

word-embedding

Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding