Client Apps ─── FastAPI Server ─── PyTorch Model (Web/Mobile) (REST API) (Faster R-CNN) │ │ Image I/O GPU/CPU Processing Inference # API Endpoint ...

For more information, look at this medium post. PyTorch implementation of an urban object detection model. This repository contains all code for predicting/detecting and evaulating the model. Several ...

Dr. James McCaffrey of Microsoft Research provides full code and step-by-step examples of anomaly detection, used to find items in a dataset that are different from the majority for tasks like ...

Anomaly detection is the process of finding items in a dataset that are different in some way from the majority of the items. For example, you could examine a dataset of credit card transactions to ...