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HLCV - High-Level Computer Vision

This is a combined repository that starts from

  • processing visual data with classical technique

and goes on to deep-learning concepts like

  • MLPs and CNNs for object identification,
  • Vision Transformers (ViTs) and CNN-LSTMs for image-captioning.

The model classes are defined in src/models. The training scripts can be found in src/trainers. The implementations and demos can be found in src/notebooks.

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High-Level Computer Vision (Advanced course at UdS).

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