Fashion Category Ensemble Classifier

Trained ensemble of VGG16 + ResNet50 for fashion image classification (14 categories) on a curated DeepFashion subset.

Models Included

deepfashion_vgg16_best_model_50epoch_no_dress.keras
deepfashion_resnet50_final_model.keras

Classes

Blazer, Blouse, Cardigan, Jacket, Jeans, Jumpsuit, Romper, Shorts, Skirt, Sweater, Sweatpants, Tank, Tee, Top

Usage

from tensorflow.keras.models import load_model

vgg = load_model("deepfashion_vgg16_best_model_50epoch_no_dress.keras")
resnet = load_model("deepfashion_resnet50_final_model.keras")

Notes

Models expect input size 224×224

Preprocessing must match training (VGG16 / ResNet50)

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