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dnth/README.md

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Dickson's 𝚐𝚒𝚝𝚑𝚞𝚋 𝚐𝚛𝚊𝚙𝚑

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🛠️ Skills

Deep Learning Frameworks

     

Hyperparameter Optimization

   

Experiment Management

   

Model Deployment

     

Hardware

       

Software Engineering

       

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  1. yolov5-deepsparse-blogpost yolov5-deepsparse-blogpost Public

    By the end of this post, you will learn how to: Train a SOTA YOLOv5 model on your own data. Sparsify the model using SparseML quantization aware training, sparse transfer learning, and one-shot qua…

    Jupyter Notebook 51 13

  2. timm-flutter-pytorch-lite-blogpost timm-flutter-pytorch-lite-blogpost Public

    PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.

    Jupyter Notebook 37 4

  3. huggingface-timm-mobile-blogpost huggingface-timm-mobile-blogpost Public

    Bringing High-Quality Image Models to Mobile: Hugging Face TIMM Meets Android & iOS

    Dart 3 4

  4. fastdup-manage-clean-curate-blogpost fastdup-manage-clean-curate-blogpost Public

    Find duplicate and anomalies in your dataset. Identify wrong/confusing labels in your dataset. Uncover data leak in your dataset.

    Jupyter Notebook 3

  5. mafat-fastdup-blogpost mafat-fastdup-blogpost Public

    Data insights from the MAFAT Satellite Vision challenge.

    Jupyter Notebook 3

  6. yolov5-torchscript-flutter-blogpost yolov5-torchscript-flutter-blogpost Public

    YOLOv5 real time inference on Android with Torchscript and Flutter

    C++ 5 1