udemirezen / my-neural-fields

my-neural-fields

Quick start

Install packages

pip install -r requirements.txt

Data

• Cameraman image from scikit-image
• 41.2 Gigapixel Panorama of Shibuya in Tokyo, Japan by Trevor Dobson. Preprocessing script is located at data/tokyo.ipynb

Folder structure

Final scripts are located at notebooks/draft_01

Main files:

• story_12_cnn.ipynb: CNN experiments
• train_pipeline.py: main image fitting pipeline that takes OmegaConf cfg
• create_figures.ipynb: scripts for creating figures for article
• run_siren_sweep.py: siren hyperparameter tunning