diff --git a/Images_features2.pkl b/Images_features2.pkl new file mode 100644 index 0000000000000000000000000000000000000000..b3b84507eebde5e168f4f0361695df32cc9c7f4c --- /dev/null +++ b/Images_features2.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a707cde72a062b48a907de8ed64aa0667d879259f9f0b8f1ec8ed653c6ce9f4 +size 365621870 diff --git a/app.py b/app.py new file mode 100644 index 0000000000000000000000000000000000000000..0839807f676ada66093fe03bb61a4b1084e44fbc --- /dev/null +++ b/app.py @@ -0,0 +1,72 @@ +import streamlit as st +import pickle as pkl +from PIL import Image +from sklearn.neighbors import NearestNeighbors +from tensorflow.keras.models import load_model +from tensorflow.keras.applications.resnet50 import preprocess_input +from tensorflow.keras.preprocessing import image +import os +from numpy.linalg import norm +import numpy as np + +# Load necessary files and model +filenames = pkl.load(open('filenames2.pkl', 'rb')) +Image_features = pkl.load(open('Images_features2.pkl', 'rb')) +neighbors = NearestNeighbors(n_neighbors=6, algorithm='brute', metric='euclidean') +neighbors.fit(Image_features) +model = load_model('model.h5') + +# Feature extraction function +def extract_features_from_images(image_path, model): + img = image.load_img(image_path, target_size=(224, 224)) + img_array = image.img_to_array(img) + img_expand_dim = np.expand_dims(img_array, axis=0) + img_preprocess = preprocess_input(img_expand_dim) + result = model.predict(img_preprocess).flatten() + norm_result = result / norm(result) + return norm_result + +# Custom CSS for background and title +st.markdown( + """ + + """, + unsafe_allow_html=True, +) + +# Streamlit UI +st.markdown('

Fashion Deep Learning Classification 👗

', unsafe_allow_html=True) +st.write('Upload a clothing image, and the model recommends similar products.') + +file = st.file_uploader('Upload an Image', type=['jpg', 'jpeg', 'png']) + +if file is not None: + # Display uploaded image with reduced size + img = Image.open(file) + st.image(img, caption='Uploaded Image', width=200, use_column_width=False) + + # Extract features from the uploaded image + input_image = extract_features_from_images(file, model) + + # Get recommendations + distance, indices = neighbors.kneighbors([input_image]) + st.subheader("Recommended Products:") + + # Display recommendations in a grid layout + cols = st.columns(3) # 3 images per row + for i, idx in enumerate(indices[0]): + product_path = filenames[idx] + product_image = Image.open(product_path) + + # Assign columns dynamically + with cols[i % 3]: + st.image(product_image, caption=f"Product {i + 1}", use_column_width=True) diff --git a/filenames2.pkl b/filenames2.pkl new file mode 100644 index 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