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deep learning
🛩️
deep learning

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  1. ViT_implementation ViT_implementation Public

    Pytorch implementation of the paper An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

    Python 3

  2. handwriting-recognition handwriting-recognition Public

    Benchmark of different network architectures for handwritten text recognition.

    Jupyter Notebook 2 1

  3. mixed_precision_dnn_pytorch mixed_precision_dnn_pytorch Public

    Pytorch implementation of the paper Mixed Precision DNNs: All you need is a good parametrization.

    Python 4

  4. hand_wave_detection hand_wave_detection Public

    Hand wave detector which uses custom yolov5s as a backbone for hand detection and random forest for wave classifier.

    Jupyter Notebook

  5. tvm-quantization tvm-quantization Public

    Comparing different quantization schemes in terms of inference speed for ResNet50.

    Python 1

  6. raf_rpg_reinforcement_learning raf_rpg_reinforcement_learning Public

    Multi-agent Reinforcement Learing system for efficient item collection and navigation in the raf-rpg-game.

    Jupyter Notebook