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| 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 | |
| <b>Aim: AI-driven object detection task</b> | |
| - 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 | |
| <b>Note:</b> 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 |