This repository contains code for deploying a Convolutional Neural Network (CNN) model using FastAPI. FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ ...

CNN + MLP Model for Image + Numeric Data. Comments: The following Python code is a hybrid CNN + MLP architecture for combined image data + numeric features (meta-data) which further describe the ...

In addition, the weight and bias data of the CNN model trained on the PC will also be automatically converted and stored in the configuration file. We validated the proposed method by automatically ...

Abstract: Deep learning models, although high-performing, often require hardware acceleration to be effectively deployed on Field Programmable Gate Arrays (FPGAs). This paper investigates the use of ...