Because our hardware only supports the deployment of Caffe and TensorFlow models, it is necessary to convert a Darknet model to a Caffe model. An open source conversion tool is included in Caffe. Convert Darknet model to Caffe and then follow Vitis AI User Guide in the Vitis AI User Documentation (UG1431) to deploy to an FPGA.