metadata

title: Object Detection Lambda
emoji: 🌖
colorFrom: purple
colorTo: green
sdk: gradio
sdk_version: 5.5.0
app_file: app.py
pinned: false
short_description: Object detection Lambda

Object detection via AWS Lambda

Aim: AI-driven object detection task

Front-end: user interface via Gradio library
Back-end: use of AWS Lambda function to run ML models

Local development

User interface

Use of Gradio library for web interface

Command line:

python3 app.py

Note: The Gradio app should now be accessible at http://localhost:7860

Building the docker image:

bash

docker build -t object-detection-lambda .

Running the docker container locally:

bash

docker run --name object-detection-lambda-cont -p 8080:8080 object-detection-lambda

Testing locally:

Example of a prediction request

python

python3 inference_api.py --api http://localhost:8080/2015-03-31/functions/function/invocations --file ./tests/data/boats.jpg