README.md

From Lens to Logit - Addressing Camera Hardware-Drift Using Raw Sensor Data

Intro

Data access

Code

Dependencies

Conda environment and dependencies

To make running this code easier you can install the latest conda environment for this project stored in perturbed-environment.yml.

Install environment from perturbed-environment.yml

If you want to install the latest conda environment run conda env create -f perturbed-environment.yml

Install segmentation_models_pytorch newest version

PyPi version is not up-to-date with github version and lacks features python -m pip install git+https://github.com/qubvel/segmentation_models.pytorch

Recreate experiments

Review our experiments

Use our trained models