https://github.com/sampreets3/treecounter-ml

A simple application that detects and counts the number of trees in a vineyard. Makes use of darknet and OpenCV.
https://github.com/sampreets3/treecounter-ml

darknet deep-learning opencv opencv-python yolov3

Last synced: about 2 months ago
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A simple application that detects and counts the number of trees in a vineyard. Makes use of darknet and OpenCV.

• Host: GitHub
• URL: https://github.com/sampreets3/treecounter-ml
• Owner: sampreets3
• License: gpl-3.0
• Created: 2021-02-01T23:27:12.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2022-01-02T19:27:16.000Z (over 3 years ago)
• Last Synced: 2025-04-30T21:07:48.840Z (about 2 months ago)
• Topics: darknet, deep-learning, opencv, opencv-python, yolov3
• Language: Python
• Homepage:
• Size: 145 MB
• Stars: 7
• Watchers: 3
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# treecounter-ML

A simple application that detects and counts the number of trees in a vineyard. Makes use of [darknet](https://pjreddie.com/darknet/) and [OpenCV](https://opencv.org/).



                               



---

## Setup

- Clone the repository onto your local machine : `git clone https://github.com/sampreets3/treecounter-ML`

- Create the **videos** and **models** directories :

  ```

  $ mkdir models

  $ mkdir videos

  ```

- Add the video in the `videos` directory.

- Add the model-specific data in the `models` directory

- Run the detector :

```sh

python3 test.py -iv imgs/input-video.mp4 -ov result.mp4

```

---

### Common Problems:

 - [![GtkMessage-fixed](https://img.shields.io/badge/GtkMessage-fixed-green.svg)](https://shields.io/) **Gtk-Message: Failed to load module "canberra-gtk-module" :** You can fix the issue by installing the gtk and gtk3 modules `sudo apt install libcanberra-gtk-module libcanberra-gtk3-module`

### Maintainer Information

Sampreet Sarkar `[email protected]`