lightly-ai/lightly-train
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
LightlyTrain helps machine vision engineers and researchers create cutting-edge computer vision models faster and more efficiently. You provide your image datasets, and it trains state-of-the-art models for tasks like object detection or panoptic segmentation. This tool is for professionals building vision-powered applications for a variety of industries, including those deploying to edge devices.
1,359 stars. Actively maintained with 43 commits in the last 30 days.
Use this if you need to train high-performance object detection or segmentation models on your custom image data, particularly if you're working with self-supervised learning methods like DINOv2/v3 or deploying to resource-constrained devices.
Not ideal if you're looking for a general-purpose machine learning framework that handles tabular data, natural language processing, or other non-vision tasks.
Stars
1,359
Forks
63
Language
Python
License
AGPL-3.0
Category
Last pushed
Mar 12, 2026
Commits (30d)
43
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