ESIP Member Organization Name
Your organization:
George Mason University
Mentors
Ziheng Sun
Please list the names of available mentors
Information for Students
If you have special information / instructions for an application you should
list/link to it here. If not you can delete it. Please keep in mind that we
do have some general instructions for students at the
ESIP Student Guide.
Project Idea: Improve the Versatility and Tolerance of CNN in Crop Mapping
Abstract
Improve the Versatility of CNN in Crop Mapping and the tolerance of noises in the data.
Technical Details
We change the classification workflow of CNN-based crop mapping to improve the versatility of the trained model and the tolerance of the noises in the training data (coming from remote sensing images and ground truth data).
Helpful Experience
Computer programming
Machine learning
Deep learning
Python
First steps
Students doesn't need to do this before Google Summer of Code code period starts
but will be good if they do just because they will be sure if this is how they
want to spend the summer.
ESIP Member Organization Name
Your organization:
George Mason University
Mentors
Ziheng Sun
Please list the names of available mentors
Information for Students
If you have special information / instructions for an application you should
list/link to it here. If not you can delete it. Please keep in mind that we
do have some general instructions for students at the
ESIP Student Guide.
Project Idea: Improve the Versatility and Tolerance of CNN in Crop Mapping
Abstract
Improve the Versatility of CNN in Crop Mapping and the tolerance of noises in the data.
Technical Details
We change the classification workflow of CNN-based crop mapping to improve the versatility of the trained model and the tolerance of the noises in the training data (coming from remote sensing images and ground truth data).
Helpful Experience
Computer programming
Machine learning
Deep learning
Python
First steps
Students doesn't need to do this before Google Summer of Code code period starts
but will be good if they do just because they will be sure if this is how they
want to spend the summer.