Recent news

Preliminary Classification of Soil, Plant, and Residue Cover Using Convolutional Neural Networks July 29, 2021
Preliminary Article on classification of soil cover project and licensed under Creative Commons Attribution 4.0 License.
Dishan Nahitiya- Thesis presentation. May 6 2021
My thesis presentation on Classification of land cover using semantic segmentation. Computer science department. Kansas State University.

Deployment Version control
Deployment of RSPnet. May 6 2021
SRPnet is a website which can classify soil cover in to soil, residue and soil.
It uses trained deep learning model which is trained used over 3800 images which was collected from Kstate crop fields.

Deployment Version control
Deployment of ETcrop. Jan 29 2021
ETcrop is a web tool that helps to identify crop properties by using analyzing RGB layers of each pixel of an input image and live mesonet station data for using algorithms.

Deployment Version control
Dash canopy. May 6 2020
Open sourse server based python project which can deploy trained deep learning model which can classify soil cover by using an image.

Deployment
2020 ASA-CSSA-SSSA International Annual Meeting May 12, 2020
Presentation and QA session on developing interdeceplinary deep learning models.

Info website
Crop leaf detection using local binary classification May 12, 2020
Develop an image classifier to identify the nearest class label of canopies based on their texture intensitivity.

Deployment

DISHAN NAHITIYA