https://github.com/rantis-f/waiter-calling---hand-raise-detection-challenge
This repository contains a Python script to process a provided video to detect hand raises at specific desks using the YOLOv8 object detection model. The project includes steps for extracting video frames, preparing a labeled dataset, training the YOLOv8 model, and performing inference to identify and locate hand raises in the video.
https://github.com/rantis-f/waiter-calling---hand-raise-detection-challenge
computer-vision data-annotation dataset-preparation deep-learning machine-learning model-training-and-evaluation object-detection opencv python-programming video-processing yolov8
Last synced: 3 months ago
JSON representation
This repository contains a Python script to process a provided video to detect hand raises at specific desks using the YOLOv8 object detection model. The project includes steps for extracting video frames, preparing a labeled dataset, training the YOLOv8 model, and performing inference to identify and locate hand raises in the video.
- Host: GitHub
- URL: https://github.com/rantis-f/waiter-calling---hand-raise-detection-challenge
- Owner: rantis-f
- Created: 2025-01-19T18:54:14.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2025-01-19T20:19:56.000Z (5 months ago)
- Last Synced: 2025-01-19T20:23:14.872Z (5 months ago)
- Topics: computer-vision, data-annotation, dataset-preparation, deep-learning, machine-learning, model-training-and-evaluation, object-detection, opencv, python-programming, video-processing, yolov8
- Size: 1.95 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md