Vision Classifiers

COL828 Assignment 1, Sem 1, 2025-26

Setting up the environment

conda create -n vis_env python==3.10
conda activate vis_env
pip install -r requirements.txt

Running the experiments

The code assumes that the dataset is present in the root directory in the following structures:

orthonet/
    orthonet data/
        orthonet data/...
    test.csv
    train_split.csv
    train.csv
    val_split.csv

pacemakers/
    Test/
        BIO - Actros_Philos/ (images…)
        BIO - Cyclos/ (images…)
        BIO - Evia/ (images…)
        BOS - Altrua_Insignia/ (images...)
        ...

To change the dataset path, you can set dataset_dir in Ln 228 of utils/orthonet_data.py or Ln 89 of utils/pacemakers_data.py

Simply run the following command to run the experiment as described:

python <test/train>_<subtask>.py