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Extend Tensorflow Object Detection API with results exporter for exporting annotated images, ROI, and bounding box data as XML. Utilizing the open-source Tensorflow Object Detection API by Google, with no code modification.
This is a FastAPI web application that allows a user to upload images to perform inference using a pretrained YOLOv5 model, and receive results in JSON format.
The aim of this project is to create a tire detection model. In the creation of this object detection model, ResNet50 and Object Detection API have been used.