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lynngroup/tarun

By lynngroup

•Updated over 6 years ago

Docker image for PlantVillage Dataset .

Image
0

69

lynngroup/tarun repository overview

⁠lynngroup/tarun:plantvillage-gpu

Docker image for PlantVillage Dataset : Dataset of diseased plant leaf images and corresponding labels.

⁠Acknowledgements

This dataset was gotten from spMohanty's GitHub Repo

https://github.com/spMohanty/PlantVillage-Dataset

⁠Usage

$ git clone https://github.com/spMohanty/PlantVillage-Dataset

$ cd  raw

$ mkdir input &&  mv colour input && cd input

# Now keep pythonvillage.py script in  same location , where raw folder   is present and run below command

$ docker run -it -v $PWD:$PWD -w $PWD --gpus all lynngroup/tarun:plantvillage-gpu python plantvillage.py  

# PWD = it mount your host working directory to docker

# --gpus all=  run  python script to use all gpu, or --gpus 1 or any number to specify how many  gpu you want to use  for  training the data.  

⁠Requirements:

(1) docker-Ce ( https://docs.docker.com/install/ )

(2) nvidia-docker-toolkit (https://github.com/NVIDIA/nvidia-docker)

Tag summary

Content type

Image

Digest

Size

2.1 GB

Last updated

over 6 years ago

docker pull lynngroup/tarun:plantvillage-gpu