https://github.com/karolzak/images-vector-search
Simple implementation of search for visually similar images using deep learning and vector search. It's based on pretrained ImageNet weights so it doesnt require any additional training
https://github.com/karolzak/images-vector-search
cnn deep-learning deep-neural-networks embedding-models image image-processing images keras keras-tensorflow neural-networks resnet resnet-152 resnet-50 similarity-detection similarity-search transfer-learning vector-search vgg vgg19 visual-search
Last synced: 5 months ago
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Simple implementation of search for visually similar images using deep learning and vector search. It's based on pretrained ImageNet weights so it doesnt require any additional training
- Host: GitHub
- URL: https://github.com/karolzak/images-vector-search
- Owner: karolzak
- License: mit
- Created: 2019-05-17T10:23:53.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2023-10-03T21:38:12.000Z (about 2 years ago)
- Last Synced: 2025-05-07T20:02:08.720Z (5 months ago)
- Topics: cnn, deep-learning, deep-neural-networks, embedding-models, image, image-processing, images, keras, keras-tensorflow, neural-networks, resnet, resnet-152, resnet-50, similarity-detection, similarity-search, transfer-learning, vector-search, vgg, vgg19, visual-search
- Language: Python
- Homepage:
- Size: 9.23 MB
- Stars: 8
- Watchers: 2
- Forks: 2
- Open Issues: 2
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
## >>>WORK IN PROGRESS<<<
Simple implementation of search for visually similar images using deep learning and vector search. It's based on pretrained ImageNet weights so it doesnt require any additional training