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supervision

We write your reusable computer vision tools. 💜

datumaro

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

label-studio-converter

Tools for converting Label Studio annotations into common dataset formats

globox

A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.

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.

pascal-voc-tools

some tools about pascal voc format dataset

geda

Get Data for you projects with just three lines of code. Currently suppored datasets: Pascal VOC, NYUDv2, Person-Parts, DUTS

pascal-voc

Tool to work with annotation formats

tf-semantic-segmentation

Semantic Segmentation using Tensorflow on popular Datasets like Ade20k, Camvid, Coco, PascalVoc

image-bbox-slicer

This easy-to-use library is a data transformer sometimes useful in Object Detection and Segmentation tasks. With only a few lines of code, one can slice images and their bounding box annotations into smaller tiles, both into specific sizes and into any arbitrary number of equal parts. The tool also supports resizing of images and their bounding box annotations, both by specific sizes and by a resizing/scaling factor.

sc2bench

[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"

vision-converter

This project consist of a library and a CLI for converting datasets between annotation formats.

pascalgt

Tool to transform AWS Ground Truth manifest file and Pascal VOC xml files mutually.

poly2pascal

Convert POLYGON bounding boxes from csv files to xml annotation files in the Pascal VOC format for computer vision

yolo2voc

Yolo2Voc Annotation Tool

polygon-pascalvoc-writer

For generating Pascal VOC XML image annotation files. Supports polygon & bounding-boxes.

dataset-convertor

Dataset-convertor tool in python for object detection dataset

verifyannotations

Verify Data Annotations in Yolo and PASCAL VOC Format

annotmerge

A Pascal VOC annotation Merge Library

rubetools

Tool for working with images annotations. Allows you to convert, modify and analyze annotations to images of such formats as Yolo, COCO, LabelMe, etc.

datumaro-headless

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