Image Annotation Python Packages

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

cvat-sdk

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

streamlit-drawable-canvas

Do you like Quick, Draw? Well what if you could train/predict doodles drawn inside Streamlit? Also draws lines, circles and boxes over background images for annotation.

segments-ai

Segments.ai Python SDK

bbox-visualizer

Make drawing and labeling bounding boxes a piece of cake

autodistill

Images to inference with no labeling (use foundation models to train supervised models).

cvat-cli

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

coralnet-toolbox

Tools for annotating and developing ML models for benthic imagery

streamlit-image-annotation

Streamlit component for image annotation.

labelme-to-yolo

Python library to convert LabelMe JSON annotations into YOLO (YOLOv5/YOLOv7) format, including automatic dataset splitting and structure generation for computer vision workflows.

streamlit-image-annotation-customize

Streamlit component for image annotation.

paddlelabel

飞桨智能标注，让标注快人一步

wai-annotations-yolo

wai.annotations module for managing YOLO datasets.

cytomine-python-client

A web platform for collaborative analysis of very large bio-medical images

streamlit-drawable-canvas-jsretry

A Streamlit custom component for a free drawing canvas using Fabric.js. A fork to enable retrying for bg images.

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

image-annotation-streamlit-customize

streamlit components for image annotation

wai-annotations

Python library for converting image and object annotations formats into each other.

bbox-visualizer2

A bounding box visualizer

catpy

Python client for the CATMAID API

streamlit-img-label-ita

streamlit-img-label is a graphical image annotation tool using streamlit. Annotations are saved as XML files in PASCAL VOC format.

labelmeamit

Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

dash-picture-annotation

Dash porting version of the React project React Picture Annotation. Provide a simple annotation window for a single picture.

image-annotation-streamlit

Streamlit component for image annotation.