Multi-Label-Image-Classification
README.md

Multi-Label-Image-Classification

Part 1A - Pre-defined Models

  • In the notebook introduction.ipynb I
    • Train AlexNet (PyTorch built-in) from scratch.
    • Fine-tune AlexNet (PyTorch built-in), which is pretrained on ImageNet.
    • Train a simple network (defined in classifier.py from scratch.)

Part 1B - Self-designed Models:

  • In the notebook Develop_Classifier.ipynb, I design my own model in details to solve this multi-label classification task.
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