Recursion-cellular-image-classification

Code to finish 42/866.

https://www.kaggle.com/c/recursion-cellular-image-classification/

Instructions

Installation

Create environment:

conda create -n recursion-cellular-image-classification python=3.7.3
conda activate recursion-cellular-image-classification

Install packages:

pip install -r requirement.txt

Data

Download data from Kaggle.

Unzip train.zip and test.zip.

Repertory should look like this:

data/
    metadata/
        train.csv
        test.csv
        train_controls.csv
        test_controls.csv
    train/
    test/

Convert data from png to jpeg:

python png_to_jpeg.py

Training and test

python compute_stats_experiments.py
python main.py