FiftyOne is a visual tool for curating, analyzing, and managing image and video datasets for machine learning model training. It serves as a platform for identifying annotation errors, refining ground truth labels, and evaluating vision model performance by comparing predictions against ground truth to identify failure modes. The system functions as a containerized data platform that supports team collaboration on large-scale visual datasets in a cloud environment. It includes specialized capabilities for exploring high-dimensional embeddings to discover data clusters and retrieve correspondi
Label Studio is a multi-type data labeling tool and data annotation workspace designed to prepare datasets for machine learning training. It functions as a cloud-integrated data pipeline that imports raw data from storage, manages the annotation process, and exports labels into standardized formats. The platform features a machine learning model integration framework that connects to external model servers. This enables model-assisted annotation and active learning, allowing the system to perform pre-labeling and refine predictions based on human feedback. The software provides project manag
Annotate quickly images.
This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.
napari: a fast, interactive, multi-dimensional image viewer for python
The main features of napari/napari are: Annotation, Data Annotation, Graphics and Design, Image Viewers.
Open-source alternatives to napari/napari include: voxel51/fiftyone — FiftyOne is a visual tool for curating, analyzing, and managing image and video datasets for machine learning model… labelbox/labelbox. abreheret/pixelannotationtool — Annotate quickly images. bmw-innovationlab/bmw-labeltool-lite — This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes.… hitachi-automotive-and-industry-lab/semantic-segmentation-editor — Web labeling tool for bitmap images and point clouds. heartexlabs/label-studio — Label Studio is a multi-type data labeling tool and data annotation workspace designed to prepare datasets for machine…