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This repository serves as a showcase for my data science projects, demonstrating a project on classification on HDPE and PET plastic bottle waste using convolution neural networks

Python 8.40% Jupyter Notebook 21.14% PureBasic 67.23% HTML 3.24%
cnn computer-vision deep-learning image-classification jupyter-notebook keras-tensorflow mlflow modular-programming python3

hdpe_and_pet_bottle_plastic_waste_classification_project's Introduction

HDPE and PET bottle plastic waste classification project

Workflows

1.Update config.yaml
2.Update params.yaml
3.Update the entity
4.Update the configuration manager in src config
5.Update the components
6.Update the pipeline
7.Update the main.py
8.Update the dvc.yaml
9.app.py

How to run?

STEPS:

Clone the repository

https://github.com/PiyushChaudhari99/HDPE_and_PET_Bottle_Plastic_Waste_Classification_Project.git

STEP 01- Create a conda environment after opening the repository

conda create -n cnncls python=3.8 -y
conda activate cnncls

...

STEP 02- install the requirements

pip install -r requirements.txt

Finally run the following command

python app.py

Now,

open up you local host and port

hdpe_and_pet_bottle_plastic_waste_classification_project's People

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