ezhdeha/image-deduplication-model

Image Deduplication Model with FAISS

This project detects whether an image is a duplicate of one seen during training on CIFAR-100.

Files

• —resnet18_cifar100.pth: Trained model
• —faiss_index.index: FAISS L2 index
• —threshold.txt: Suggested similarity threshold
• —inference.py: Inference logic
• —app.py: Gradio app for testing

Usage

from inference import is_duplicate
with open("image.jpg", "rb") as f:
    result = is_duplicate(f.read())
print(result)