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Classification of soybean seeds based on images via Transfer Learning

This repository contains the analysis of a project developed during my AI Residency program on HUB of Artificial Intelligence. Unfortunately I don't own the data and cannot share it.

Also, you can read my post about this analysis.

Setup

sudo ubuntu-drivers autoinstall
sudo apt-get install docker-compose nvidia-container-toolkit

sudo usermod -aG docker $USER

# reboot

git clone https://github.com/nagahamaVH/soybean-image-classif

cd soybean-image-classif

./build.sh

Running

./run.sh

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  • Jupyter Notebook 81.2%
  • Python 15.0%
  • Dockerfile 2.4%
  • Shell 1.4%