Project to get more familiarity with Deep Learning frameworks with respect to image data using Recursion Pharma Kaggle competition dataset (link here).
Conda environment setup:
conda create --name kaggle_rec_bio
conda activate kaggle_rec_bio
conda install ipython tensorflow=2.6 pandas numpy scikit-learn pillow retry tqdm matplotlib
- Organise notebooks separately
- Refactor data loading script to make it possible to train with smaller batches
- Create project structure to allow for training with different frameworks
- Create data, model, pipeline paralellisation