Coco Python Packages

supervision

We write your reusable computer vision tools. 💜

faster-coco-eval

Continuation of an abandoned project fast-coco-eval

sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

yolov5

Packaged version of ultralytics/yolov5 + many extra features

xtcocotools

Extended COCO-API

datumaro

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

pylabel

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

label-studio-converter

Tools for converting Label Studio annotations into common dataset formats

keras-cv-attention-models

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam

dataflow-cv

🌊 Everything your model doesn't do. Convert, visualize, evaluate, and more — a single CLI for all CV data.

deep-utils

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

labelimgplusplus

The maintained LabelImg: image annotation for ML - gallery mode, dark theme, polygons, keypoints, undo/redo, COCO & YOLO-seg export

vernier

A modern toolkit to evaluate 2D detection and segmentation models

labelme2coco

A lightweight package for converting your labelme annotations into COCO object detection format.

torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at TPAMI, CVPR, ICLR, ECCV, NeurIPS, ICCV, AAAI, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

fastervit

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

chainer-mask-rcnn

Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)

kecam

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam

pytorchcocotools

Unofficial APIs for the MS-COCO dataset using PyTorch

echo1-coco-builder

echo1-coco-builder provides a faster, safer way to build coco formatted data.

visionpack

DatasetOps for Computer Vision: a Git-like CLI to assemble, validate, version, and export ML image datasets (YOLO/COCO/classification)

midv500

Download and convert MIDV-500 annotations to COCO instance segmentation format

image-annotations

图像标注格式转换器，能让你自由转换YOLO、COCO、VOC格式的图像标注文件

echo1-coco-split

No description available