https://github.com/shreyas-bhat/brain_tumor_classifier
Used CNN based models like ResNet101 and InceptionV3 to classify brain tumors on brain MRI image dataset. Further more, used siamese network for one-shot classification using cosine triple loss and l2 triple loss.
https://github.com/shreyas-bhat/brain_tumor_classifier
keras-tensorflow medical-imaging mri one-shot-learning siamese-network
Last synced: 3 months ago
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Used CNN based models like ResNet101 and InceptionV3 to classify brain tumors on brain MRI image dataset. Further more, used siamese network for one-shot classification using cosine triple loss and l2 triple loss.
- Host: GitHub
- URL: https://github.com/shreyas-bhat/brain_tumor_classifier
- Owner: Shreyas-Bhat
- Created: 2021-04-30T10:18:57.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-06-12T18:11:54.000Z (over 4 years ago)
- Last Synced: 2023-03-06T06:32:04.770Z (over 2 years ago)
- Topics: keras-tensorflow, medical-imaging, mri, one-shot-learning, siamese-network
- Language: Jupyter Notebook
- Homepage:
- Size: 2.7 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0