https://github.com/FatemeZamanian/Yolov5-Fruit-Detector
A program to recognize fruits on pictures or videos using yolov5
https://github.com/FatemeZamanian/Yolov5-Fruit-Detector
deep-learning object-detection python qt yolov5
Last synced: 5 months ago
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A program to recognize fruits on pictures or videos using yolov5
- Host: GitHub
- URL: https://github.com/FatemeZamanian/Yolov5-Fruit-Detector
- Owner: FatemeZamanian
- Created: 2021-09-01T18:45:49.000Z (over 3 years ago)
- Default Branch: master
- Last Pushed: 2022-11-04T15:55:14.000Z (over 2 years ago)
- Last Synced: 2024-08-02T01:25:17.263Z (9 months ago)
- Topics: deep-learning, object-detection, python, qt, yolov5
- Language: Python
- Homepage:
- Size: 34 MB
- Stars: 80
- Watchers: 2
- Forks: 11
- Open Issues: 5
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-yolo-object-detection - FatemeZamanian/Yolov5-Fruit-Detector - Fruit-Detector?style=social"/> : A program to recognize fruits on pictures or videos using yolov5. (Object Detection Applications)
- awesome-yolo-object-detection - FatemeZamanian/Yolov5-Fruit-Detector - Fruit-Detector?style=social"/> : A program to recognize fruits on pictures or videos using yolov5. (Applications)
README
## Yolov5 Fruits Detector
## Requirements
- Either Linux or Windows. We recommend Linux for better performance.
- Python 3.6+ and PyTorch 1.7+.
## Installation
To install dependencies run this command:
```
pip install -r requirements.txt
```
- download model from this link: https://drive.google.com/file/d/1W6qZeutnqnp3YX9w4iYgR44xsoi_64ff/view?usp=sharing
- and put them on weights directory
## Run Ui
To run inference on an image or video Run this command:
```
python main.py
```
## For future:
- The data set used is here : https://t.ly/NZWj