comma10k-baseline
torchio
comma10k-baseline | torchio | |
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1 | 2 | |
80 | 1,954 | |
- | - | |
0.0 | 8.2 | |
10 months ago | 16 days ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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comma10k-baseline
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EfficientNetB7 training is slow
Not sure if this helps but I think they have a lot of success with it here: https://github.com/YassineYousfi/comma10k-baseline
torchio
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[P] TorchIO: a Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning
Doesn't seem that way, but its being discussed https://github.com/fepegar/torchio/issues/388
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[D] Affine Transform for data boosting?
See the torchio package: https://github.com/fepegar/torchio
What are some alternatives?
traingenerator - 🧙 A web app to generate template code for machine learning
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pytorch-widedeep - A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments
TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch - Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
caer - High-performance Vision library in Python. Scale your research, not boilerplate.
3d-multi-resolution-rcnn - Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."
mammography_metarepository - Meta-repository of screening mammography classifiers
pytorch-toolbelt - PyTorch extensions for fast R&D prototyping and Kaggle farming
Augmentor - Image augmentation library in Python for machine learning.
Robo-Semantic-Segmentation - Just a simple semantic segmentation library that I developed to speed up the image segmentation pipeline