https://github.com/thavinduushan/object-detection
Application developed for real-time object detection and counting utilizing COCO dataset
https://github.com/thavinduushan/object-detection
numpy opencv python
Last synced: 11 months ago
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Application developed for real-time object detection and counting utilizing COCO dataset
- Host: GitHub
- URL: https://github.com/thavinduushan/object-detection
- Owner: ThavinduUshan
- Created: 2022-09-04T09:21:22.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-09-08T13:33:21.000Z (over 3 years ago)
- Last Synced: 2025-01-08T07:36:58.447Z (about 1 year ago)
- Topics: numpy, opencv, python
- Language: Python
- Homepage:
- Size: 3.19 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Real Time Object Detection and Counting
This is a real-time object detecting and counting application which was developed as a University project. This model has the ability to detect and get the count of each object detected in realtime and as I utilize the COCO dataset and COCO.weights it can only detect the classes that are defined in the COCO names.
Reference - https://github.com/pjreddie/darknet/blob/master/data/coco.names
First I developed the application to detect the objects on a provided image and later I extended it to get the real-time reading from the Webcam. But as I use the CPU rendering it has low frame rate therefore it's not that accurate.
**Here's a video of me testing the application**
https://drive.google.com/file/d/1CEYGGP7TCyjIzqryQZzR1m10krCDra3-/view?usp=sharing
## Tech
Python, OpenCV and numpy