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RazerArdi / Design-and-Evaluation-of-a-Deep-Learning-Image-Retrieval-System-Using-CNNs-and-Distance-Metrics

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A Content-Based Image Retrieval (CBIR) system comparing pre-trained (VGG16, ResNet50) and custom CNN models on the UKBench dataset using mAP and various distance metrics.

python flask computer-vision deep-learning tensorflow scikit-learn keras jupyter-notebook cnn feature-extraction cbir vgg16 image-retrieval cnn-model precision-recall-curve resnet50 mobilenetv2 distance-metrics map-evaluation ukbench
  • Updated Nov 6, 2025
  • Jupyter Notebook

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