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Plant Disease Prediction

Plant Disease Prediction

Rp 1299

Rp 4999

In this project, we will create a convolution neural network that will be able to predict whether a plant is suffering from a disease. We will use different layers and other hyperparameters for building, training, and testing this classification model. we will be using TensorFlow and Keras for this project.

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Has discount
Expiry period Lifetime
Made in English
Last updated at Fri Apr 2023
Level
Intermediate
Total lectures 5
Total quizzes 0
Total duration 00:10:20 Hours
Total enrolment 192
Number of reviews 35
Avg rating
Short description In this project, we will create a convolution neural network that will be able to predict whether a plant is suffering from a disease. We will use different layers and other hyperparameters for building, training, and testing this classification model. we will be using TensorFlow and Keras for this project.
Outcomes
  • Understanding the problem statement.
  • Understanding different libraries and their respective uses.
  • In depth exploratory data analysis of each feature. Data cleansing and preparation.
  • Creating custom functions for Deep learning models.
  • In depth explanation of data imputation and filling missing data.
  • Data preperation for Deep Learning model.
  • Training and testing the model using cross validation
Requirements
  • Basic Programming Language
  • Deep Learning Enthusiasts