https://github.com/julsCadenas/PoultryGuard-Misc
Thesis codes
https://github.com/julsCadenas/PoultryGuard-Misc
object-detection python yolov8 yolov8n
Last synced: 9 days ago
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Thesis codes
- Host: GitHub
- URL: https://github.com/julsCadenas/PoultryGuard-Misc
- Owner: julsCadenas
- Created: 2024-09-10T16:32:45.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-10-11T14:22:03.000Z (about 1 year ago)
- Last Synced: 2024-11-23T16:33:20.660Z (11 months ago)
- Topics: object-detection, python, yolov8, yolov8n
- Language: Python
- Homepage:
- Size: 34.3 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# ChickSense: Heat Stress Monitoring and Management for Poultry
This repository contains the code for our thesis project, which focuses on chicken object detection and thermal imaging to monitor heat stress in poultry. It also includes the models we trained with our dataset.
```main.py ``` - for training the model.
```distance.py``` - utilizes camera + object detection and distance calculation.
```video.py``` - tests the model on videos.
```webcam.py``` - tests the model using your webcam or any external camera
```/stream/stream.py``` - Draft code for streaming the video output of object detection to a website.
```/colab/chicktraining_colab_version.ipynb``` - notebook version for training and testing on a video.
```/scripts/*.py``` - scripts for checking our datasets.
```/drafts/*.py``` - drafts for the core functions of our thesis project.
### Technology Used:
- Python
- OpenCV
- YoloV8
- Flask
### Group members:
- Julian Cadenas
- Joshua Cormier
- Daryl Guerzon
- Christian Javier