lightly-ai/lightly-train
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
- Stars
- 1.7k
- Forks
- 121
- Open issues
- 56
- Last push
- 10d ago
About lightly-train
lightly-train is a free, open-source computer vision tool by lightly-ai, written mainly in Python. All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation. It has 1.7k GitHub stars and 121 forks, and was last updated 10d ago. It's released under the AGPL-3.0 license, a standard open-source license.
- License
- AGPL-3.0
- Language
- Python
- Stars
- 1,716
- Last update
- 10d ago
- Runs on Mac
- Not stated
- GPU
- Not stated
- Paid API key
- Not stated
- Self-hostable
- Yes
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lightly-train FAQ
Is lightly-train free?
Yes. lightly-train is open source and free to use. It's released under the AGPL-3.0 license, a standard open-source license.
Does lightly-train run on a Mac?
The project doesn't say. Check its installation guide before you start.
Does lightly-train need a GPU?
The project doesn't state hardware needs. AI models generally run much faster with a GPU.
Is lightly-train still maintained?
Yes. It was last updated 10d ago and has 56 open issues on GitHub.
What are alternatives to lightly-train?
Similar free, open-source tools include ultralytics, yolov5, supervision, deep-learning-drizzle.