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GitHub / mahmoodlab / HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mahmoodlab%2FHIPT
Stars: 465
Forks: 83
Open Issues: 22
License: other
Language: Jupyter Notebook
Repo Size: 740 MB
Dependencies:
14
Created: almost 2 years ago
Updated: 8 days ago
Last pushed: 2 months ago
Last synced: 5 days ago
Topics: computational-pathology, cvpr, cvpr2022, deep-learning, hierarchical-attention-networks, high-resolution, histopathology, pretrained-weights, pytorch, self-supervised-learning, transfer-learning, unsupervised-learning, vision-transformer, weakly-supervised-learning
Files
Dependencies
- einops *
- h5py *
- lifelines *
- matplotlib *
- numpy *
- opencv-python ==4.4.0.46
- pandas *
- pillow *
- scikit-learn *
- scikit-survival *
- torch *
- torchvision *
- tqdm *
- webdataset *