Completed·2023
YOLOv7 Flask Framework
ML Model Deployment
Overview
This Flask framework simplifies the deployment of YOLOv7 object detection models. Originally developed for the medical burn detection project, it has since been generalized for any YOLOv7-based inference task.
Framework features:
- Automatic discovery of model weight files
- Clean Bootstrap-based web interface
- Real-time inference with visual feedback
- jQuery-based form validation
- Easy deployment and customization
Key Features
- Auto-discovery of model weights
- Clean web interface
- Real-time inference
- Easy deployment
Technologies
FlaskPyTorchPythonYOLOv7BootstrapjQueryJavaScript