Name: Potato Disease Classification Free Course
Brand: Codebasics
Rating: 5.0 (5 reviews)

Potato Disease Classification Free Course

Potato Disease Classification End to end deep learning project Online in Codebasics. Learn to Classify disease in potato plants as either early blight or late blight.

1713 learners

Last Updated: Mar 20, 2024 6:13 AM

English

Free Lifetime Access

Course Curriculum

8 Lectures | 00:00

Project
8 Lectures

Problem Statement

Data collection, preprocessing

Model Building

FastAPI/tf serving Backend

Website (In React JS)

ImageDataGenerator API

Model Deployment To GCP

Mobile App in React Native

What you'll learn

We will build a mobile application in this project that can take a picture of the plant and tell the farmer if the plant has a disease or not. Technology stack of this project consists of TensorFlow, tf dataset, tf serving, FastAPI, data augmentation, react js, react native, Google cloud platform (for deployment), quantization, tf lite.

System Requirements

Deep learning,
TensorFlow,
FastAPI,
React JS,
React Native,

Course Instructor/Creator

Dhaval Patel

Data Entrepreneur (12+ Years), YouTuber,
Ex - Bloomberg, NVIDIA

I have 17 years of experience in Programming and Data Science working for big tech companies like NVIDIA and Bloomberg. I also run a famous YouTube channel called Codebasics where I pursue my passion for teaching.

Free

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This course includes:

8 Lectures
0 Quiz
Access on any Device
Free Lifetime Access