Shypd.aiThe largest open index of AI toolsPYNQ-Classification is an Open Source AI Frameworks & Infra tool that enables fast deployment of embedded Convolutional Neural Network (CNN) applications on PYNQ platforms. It provides a framework for Python on Zynq FPGA for CNNs.
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PYNQ-Classification is an open-source framework designed for the rapid deployment of embedded Convolutional Neural Network (CNN) applications on PYNQ platforms. It leverages Python on Zynq FPGA to accelerate CNN processing. The repository provides instructions for setting up Caffe and Theano dependencies, and includes demos for LeNet and CIFAR-10 models. Users can download a pre-configured SD card image or manually set up dependencies. The framework also guides on regenerating Vivado and Vivado HLS projects for implementing additional CNN models, making it a valuable resource for researchers and developers working with FPGA-based CNN acceleration.
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