https://github.com/ivangael/flask-realtime-object-detection-from-video

A simple flask web app that performs real-time object detection in video using YOLOv5 ultralytics.
https://github.com/ivangael/flask-realtime-object-detection-from-video

flask opencv python realtimeobjectdetection ultralytics video yolov5

Last synced: 5 days ago
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A simple flask web app that performs real-time object detection in video using YOLOv5 ultralytics.

• Host: GitHub
• URL: https://github.com/ivangael/flask-realtime-object-detection-from-video
• Owner: IvanGael
• Created: 2024-05-23T12:16:58.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-06-22T23:54:11.000Z (5 months ago)
• Last Synced: 2024-06-23T04:27:11.497Z (5 months ago)
• Topics: flask, opencv, python, realtimeobjectdetection, ultralytics, video, yolov5
• Language: Python
• Homepage:
• Size: 16.5 MB
• Stars: 4
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
Real-Time Object Detection :

A simple flask web app that performs real-time object detection in video using YOLOv5 ultralytics. 

![Demo](demo.png)

#### Features

- Video uploading

- Live video feed

- Real-time object detection and bounding boxes

- Confidence score display

- Sqlite database to log detections

- Analytics

- Chart

- Reports generation and export in various formats (PDF, CSV, Excel).

#### Requirements

- opencv

- ultralytics

- torch

- flask

- reportlab

- pandas

- xlsxwriter

#### To run

```

py app.py

```