https://github.com/gregoritsch3/dl_cv_e2e_potatodiseaseclassification

A guided CodeBasics Deep Learning Project where a Convolutional Model is deployed onto a Website (FastAPI) and Mobile App (React Native, Google Cloud). It's purpose is the classification of potato plant images into "healthy", "Early Blight" and "Late Blight" categories.
https://github.com/gregoritsch3/dl_cv_e2e_potatodiseaseclassification

cnn-classification gcp model-deployment scikit-learn tensorflow

Last synced: 5 days ago
JSON representation

A guided CodeBasics Deep Learning Project where a Convolutional Model is deployed onto a Website (FastAPI) and Mobile App (React Native, Google Cloud). It's purpose is the classification of potato plant images into "healthy", "Early Blight" and "Late Blight" categories.

• Host: GitHub
• URL: https://github.com/gregoritsch3/dl_cv_e2e_potatodiseaseclassification
• Owner: Gregoritsch3
• Created: 2025-01-22T12:30:59.000Z (15 days ago)
• Default Branch: main
• Last Pushed: 2025-01-31T17:22:41.000Z (5 days ago)
• Last Synced: 2025-01-31T18:26:13.963Z (5 days ago)
• Topics: cnn-classification, gcp, model-deployment, scikit-learn, tensorflow
• Language: Jupyter Notebook
• Homepage: https://github.com/codebasics/potato-disease-classification/
• Size: 4.41 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# DL_CV_E2E_PotatoDiseaseClassification

A guided CodeBasics Deep Learning Project where a Convolutional Model is deployed onto a Website (FastAPI) and Mobile App (React Native, Google Cloud). It's purpose is the classification of potato plan images into healthy, early blight and late blight categories.

Directories `data`, `frontend`, `gcp`, `mobile-app` are not pushed to to memory limitations on the regular GitHub service.