/potato_blight_detection

End-to-end ⚔️ deep learning 🤖 based blight detection in potato plant🥔🥔 using convolutional neural network

Primary LanguagePureBasic

📌 Introduction

image

Blight is a form of plant disease, typically one caused by fungi such as mildews, rusts, and smuts. Several notable examples are:

  • Late blight of potato, caused by the water mold (Phytophthora infestans), the disease which led to the Great Irish Famine
  • Southern corn leaf blight, caused by the fungus Cochliobolus heterostrophus, anamorph Bipolaris maydis (Nisikado & Miyake) Shoemaker, incited a severe loss of corn in the United States in 1970.
  • Bacterial leaf blight of rice, caused by the bacterium Xanthomonas oryzae (Uyeda & Ishiyama) Dowson.

This is an end-to-end deep learning project to classify status of blight on the potato plant.

💻 Tech Stack

Model Architechture

model_arch

⭐ Acknowledgments