Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub / souvik0306 / Soil-Type-Classification
• Designed a classification model with 5 classes and 98% testing accuracy using a Convolutional Neural Network. • Applied Data Augmentation and reduced validation losses by 30% by applying MobileNetV2 Architecture.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/souvik0306%2FSoil-Type-Classification
Stars: 3
Forks: 2
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 66.5 MB
Dependencies: pending
Created: almost 2 years ago
Updated: 7 months ago
Last pushed: over 1 year ago
Last synced: 4 months ago
Commit Stats
Commits: 19
Authors: 2
Mean commits per author: 9.5
Development Distribution Score: 0.053
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/souvik0306/Soil-Type-Classification
Topics: computer-vision, deep-learning, soil, soil-classification