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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

albumentations-demo

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

autopilot-perception

End to End Autopilot Perception Playbook

blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

bytetrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

clip-reid

Official implementation for "CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text Labels" (AAAI 2023)

coco-dataset-explorer

Streamlit tool to explore coco datasets

damo-yolo

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

eva

EVA Series: Visual Representation Fantasies from BAAI

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fiftyone

The open-source tool for building high-quality datasets and computer vision models

ganhacks

starter from "How to Train a GAN?" at NIPS2016

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

grounded-segment-anything

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

hyperlpr

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

image-downloader

Download images from Google, Bing, Baidu. 谷歌、百度、必应图片下载.

json2yolo

Convert JSON annotations into YOLO format.

labelimg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

lightly

A python library for self-supervised learning on images.

lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

lstr

This is an official repository of End-to-end Lane Shape Prediction with Transformers.

luperson

Unsupervised Pre-training for Person Re-identification (LUPerson)

mmcv

OpenMMLab Computer Vision Foundation