Spaces:
Running
Running
File size: 977 Bytes
a855e72 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 |
---
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
<b>Aim: AI-driven object detection task</b>
- 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
<b>Note:</b> 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
|