bell pepper disease classification

bell pepper disease classification

Dataset

Dataset Link

How To Run

Training Model

Step 1 : git clone https://github.com/Rajeev766/Pepper-bell-disease

Step 2 : cd Pepper-bell-disease

Step 3 : pip install -r requirements.txt or pip3 install -r requirements.txt

Step 4 : python CNN_Model.py

Quantized Model

Step 1 python CNN_Quantized_tf_lite_Model.py

Install ReactJS

Step 1 : cd webApp

Step 2 : sudo apt update

Step 3 : sudo apt upgrade

Step 4 : sudo apt install nodejs

Step 5 : npm install --from-lock-json

Step 6 : npm audit fix

start docker container

docker run -t --rm -p 8501:8501 -v /media/rajeev/3785310C09CB4011/Project/Pepper-bell-disease:/Pepper-bell-disease tensorflow/serving --rest_api_port=8501 --model_config_file=/Pepper-bell-disease/models.config

Run FastAPI

Step 1 : cd api
Step 2 : pip install -r requirements.txt or pip3 install -r requirements.txt
Step 3 : python main_tf_serving.py

Run ReactJS

Step 1 : cd webApp
Step 2 : npm run start

Required Package's or Librarie's:

pip install numpy

numpy Link

pip install tensorflow

tensorflow Link

pip install matplotlib

matplotlib Link