Building an Object Detection API Using AWS Lambda (Flask + YOLOv5)
Overview We build an object detection API (Flask + YOLOv5) using AWS Lambda. By building a machine learning inference model using AWS Lambda, we aim to reduce costs. The following article was used as a reference. https://zenn.dev/gokauz/articles/72e543796a6423 Updates to the repository contents and additions of how to use it from API Gateway have been made. Registering Functions on Lambda Clone the following GitHub repository. git clone https://github.com/ldasjp8/yolov5-lambda.git Running Locally Next, create a virtual environment using venv and install the modules. ...
