Image Marker

[admin]

Deep Learning Models

VGG

• GitHub - SavinRazvan/image_similarity: Compare image similarity using features extracted from the pre-trained VGG16 model. This project leverages cosine similarity for accurate visual similarity assessment, making it ideal for image retrieval and duplicate detection.

ResNet

Example of using ResNet50 to extract features.

• towhee/image-embedding-resnet50: This is another test repo - image-embedding-resnet50 - Towhee
• bootcamp/applications/image/reverse_image_search at master · milvus-io/bootcamp · GitHub

References

• Image Similarity with Hugging Face Datasets and Transformers
• ImageSimilarity/src/ImgSim/image_similarity.py at main · totogot/ImageSimilarity · GitHub
• GitHub - fchollet/deep-learning-models: Keras code and weights files for popular deep learning models.
• GitHub - XingLiangLondon/Image-Similarity-in-Percentage: Siamese network to compare image similarity in percentage - based on Keras deep learning model (ResNet50, VGG16) & Cosine / Euclidean similarity