Fine-Grain Prediction of Strawberry Freshness using Subsurface Scattering

Dataset

Download the dataset here. The post-processed captures are in processed/.

Usage

Preprocessing

process_save_all.py loads raw captures and generates the post-processed images described in the paper.

Training

strawberry.py defines a single strawberry object containing the various structured illumination captures. The Strawberry class provides an interface to obtain image stacks for each scattering feature.

Citation

@inproceedings{klotz2021fine,
title = {Fine-Grain Prediction of Strawberry Freshness using Subsurface Scattering},
author = {Klotz, Jeremy and Rengarajan, Vijay and Sankaranarayanan, Aswin C.},
booktitle = {ICCV Workshop on Large-Scale Fine-Grained Food AnalysIs (LargeFineFoodAI)},
year = {2021},
}