treecounter-ML

A simple application that detects and counts the number of trees in a vineyard. Makes use of darknet and OpenCV.

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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 :

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

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Common Problems:

• 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 sampreets3@gmail.com