https://github.com/ridadogrul/tensorflow-similarity-tripletloss
Tensorflow Similarity implementation of Image Matching with Triplet Loss on the caltech_birds2011 dataset.
https://github.com/ridadogrul/tensorflow-similarity-tripletloss
tensorflow tensorflow-similarity triplet-loss
Last synced: 27 days ago
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Tensorflow Similarity implementation of Image Matching with Triplet Loss on the caltech_birds2011 dataset.
- Host: GitHub
- URL: https://github.com/ridadogrul/tensorflow-similarity-tripletloss
- Owner: RidaDogrul
- Created: 2023-09-27T07:17:35.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-09-27T08:09:15.000Z (about 2 years ago)
- Last Synced: 2025-03-31T09:44:47.665Z (6 months ago)
- Topics: tensorflow, tensorflow-similarity, triplet-loss
- Language: Jupyter Notebook
- Homepage:
- Size: 759 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
## Tensorflow-Similarity-TripletLoss
Tensorflow Similarity implementation of Image Matching with Triplet Loss on the caltech_birds2011 dataset.
# Dataset Description
Caltech-UCSD Birds 200 (CUB-200) is an image dataset with photos of 200 bird species (mostly North American). The total number of categories of birds is 200 and there are 6033 images in the 2010 dataset and 11,788 images in the 2011 dataset. Annotations include bounding boxes, segmentation labels.
dataset: http://www.vision.caltech.edu/visipedia/CUB-200.html
# References
Tensorflow Similarity: https://github.com/tensorflow/similarity
Triplet Loss: https://towardsdatascience.com/triplet-loss-advanced-intro-49a07b7d8905