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qubvel-org/segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

MITPython
Stars
12k
Forks
1.9k
Open issues
71
Last push
3d ago

About segmentation_models.pytorch

segmentation_models.pytorch is a free, open-source computer vision tool by qubvel-org, written mainly in Python. Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones. It has 12k GitHub stars and 1.9k forks, and was last updated 3d ago. It's released under the MIT license, a standard open-source license.

License
MIT
Language
Python
Stars
11,777
Last update
3d ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Not stated

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segmentation_models.pytorch FAQ

Is segmentation_models.pytorch free?

Yes. segmentation_models.pytorch is open source and free to use. It's released under the MIT license, a standard open-source license.

Does segmentation_models.pytorch run on a Mac?

The project doesn't say. Check its installation guide before you start.

Does segmentation_models.pytorch need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is segmentation_models.pytorch still maintained?

Yes. It was last updated 3d ago and has 71 open issues on GitHub.

What are alternatives to segmentation_models.pytorch?

Similar free, open-source tools include ultralytics, yolov5, supervision, vit-pytorch.

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