metadata

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

Object detection via ECS endpoints

Aim: AI-driven object detection task

Front-end: user interface via Gradio library
Back-end: use of ECS endpoints to run ML models

Front-end 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

Back-end ML models

ML models are available on Docker Hub and have been deployed on AWS ECS

Docker hub containers:

DETR model: https://hub.docker.com/r/cvachet/object-detection-detr-api
YOLOS model: https://hub.docker.com/r/cvachet/object-detection-yolos-api