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: 12 days 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 (almost 3 years ago)
• Default Branch: master
• Last Pushed: 2022-11-04T15:55:14.000Z (over 1 year ago)
• Last Synced: 2024-02-29T10:35:01.468Z (4 months ago)
• Topics: deep-learning, object-detection, python, qt, yolov5
• Language: Python
• Homepage:
• Size: 34 MB
• Stars: 70
• Watchers: 2
• Forks: 9
• Open Issues: 4
• Metadata Files:
  • Readme: README.md

Lists

• 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

![image56](https://user-images.githubusercontent.com/78360814/132986719-930cfd38-df77-453b-9f98-a3be51ead240.jpeg)

## 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