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3LC integration with Ultralytics YOLO

Project description

3LC YOLO Integration

PyPI Discord

Ultralytics YOLO classification, object detection and segmentation with 3LC integrated.

About 3LC

3LC is a tool which enables data scientists to improve machine learning models in a data-centric fashion. It collects per-sample predictions and metrics, allows viewing and modifying the dataset in the context of those predictions in the 3LC Dashboard, and rerunning training with the revised dataset.

3LC is free for non-commercial use.

3LC Dashboard Overview

Quick Start

Installation

Install the package and requirements into a virtual environment:

pip install 3lc-ultralytics

Dataset and Training

The integration is documented on the project GitHub Page, and details how to register datasets and run training.

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