WZMIAOMIAO/deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

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Established

This is a tutorial series that breaks down complex deep learning models for image processing into understandable video lessons. You'll learn how to take raw image data, apply these models, and classify images, detect objects, or perform segmentation tasks. It's designed for students, researchers, or anyone in a technical role looking to understand and implement advanced computer vision techniques.

26,134 stars.

Use this if you want to learn how to implement state-of-the-art deep learning models for various image processing tasks using popular frameworks like PyTorch and TensorFlow.

Not ideal if you are looking for a plug-and-play solution without needing to understand the underlying model architecture or write code.

computer-vision image-analysis machine-learning-education object-detection image-classification
No Package No Dependents
Maintenance 6 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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Stars

26,134

Forks

8,259

Language

Python

License

GPL-3.0

Last pushed

Jan 01, 2026

Commits (30d)

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