sibosutd

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

stats

macOS system monitor in your menu bar

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

eul

🖥️ macOS status monitoring app written in SwiftUI.

BentoML

The easiest way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Multi-model Inference Graph/Pipelines, LLM/RAG apps, and more!

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，LLaMA等模型应用在纠错场景，开箱即用。

Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

gradient-checkpointing

Make huge neural nets fit in memory

awesome_Chinese_medical_NLP

中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

nerfies.github.io

swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

khan-exercises

A (deprecated) framework for building exercises to work with Khan Academy.

ViLT

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

awesome-document-understanding

A curated list of resources for Document Understanding (DU) topic

awesome-vision-language-pretraining-papers

Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

AdvancedLiterateMachinery

A collection of original, innovative ideas and algorithms towards Advanced Literate Machinery. This project is maintained by the OCR Team in the Language Technology Lab, Tongyi Lab, Alibaba Group.

UNITER

Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"

TransReID

[ICCV-2021] TransReID: Transformer-based Object Re-Identification

DAVAR-Lab-OCR

OCR toolbox from Davar-Lab

GroupViT

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

vedastr

A scene text recognition toolbox based on PyTorch

Awesome-Table-Recognition

A curated list of resources dedicated to table recognition

muSSP

An exact and efficient min-cost flow algorithm for data-association in multi-object tracking

GPT-4V_OCR

Evaluation of the Optical Character Recognition (OCR) capabilities of GPT-4V(ision)

tree-similarity

Library for tree similarity algorithms and queries.