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1. Edge-AI-People-Counting-NuMaker-X-M55M1D Edge-AI-People-Counting-NuMaker-X-M55M1D Public

   A firmware UDP server implementation for the NuMaker-X-M55M1D board to to listen for a camera feed, and evaluate people counting in real time with the Ethos edge NPU.

   C++

2. image-restoration-convolution-mla100-optq-qat image-restoration-convolution-mla100-optq-qat Public

   Image Restoration task on the MLA100 NPU. We maintain PSNR gains while quantizing to INT8 by ablating quantization methods, and using OPTQ and QAT techniques on convolutional neural networks.

   Python

3. fomo-edge-ai/fomo fomo-edge-ai/fomo Public

   FOMO is a lightweight point localization model designed for edge AI applications.

   Python