Project title
Predicting Crop Categories using Hyperspectral Images
Submitted to:
- Navya singh
Submitted By:
- Aman Tiwari
- Shreyash Baghel
- Puneet Garg
- Gaurang Sharma
Project Description
We develop a Convolutional Neural Network for the extraction of crop categories from satellite images, adapted from a DeepLabV3 originally developed for biomedical image segmentation.We train our model on satellite images and on ground-truth labels extracted from satellite images We show that our model achieves a reasonable level of accuracy, and outline some ideas for further improvements.
Project Poster
