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AI_Fashion_Recommendation_System

Project Setup

Install Anaconda and set the default python version from the below configurations

conda create -n py37 python =3.7

conda activate py37

conda install -c conda-forge cudatoolkit=11.2 cudnn=8.1.0

conda install -c conda-forge cudatoolkit=10.1 cudnn=7.6

python -m pip install --upgrade tensorflow=2.3.1

Check whether the CUDA and CUDNN are available for use.

import tensorflow as tf

print(tf.version.VERSION)

tf.config.list_physical_devices('GPU')

tf.test.is_gpu_available()

Download the data set from the link below

https://www.kaggle.com/datasets/paramaggarwal/fashion-product-images-dataset

And configure the folders accordingly

image

Run the code and train the data, which will generate two files like below

image

And your final project overview will be like this:

image

Then goto main.py file and run the code "streamlit run main.py" in the terminal which will open a webpage running the final product.

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