srinidhiPY
Medical Image Analysis, Computational Pathology, Machine Learning, Computer Vision
Sunnybrook Research Institute, Medical Biophysics, University of TorontoToronto, Canada
Pinned Repositories
al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
BIRADS_BERT
CMC
pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"
CoNIC
CoNIC Challenge
contrastive-predictive-coding
Keras implementation of Representation Learning with Contrastive Predictive Coding
deep-learning-wizard
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
ICCV-CDPATH2021-ID-8
Official code for "Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Pathology", ICCV, 2021, CDpath Workshop (Oral).
PaddleSeg
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
SSL_CR_Histo
Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medical Image Analysis (MedIA) Journal, Oct, 2021.
tiatoolbox
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
srinidhiPY's Repositories
srinidhiPY/SSL_CR_Histo
Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medical Image Analysis (MedIA) Journal, Oct, 2021.
srinidhiPY/ICCV-CDPATH2021-ID-8
Official code for "Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Pathology", ICCV, 2021, CDpath Workshop (Oral).
srinidhiPY/PaddleSeg
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
srinidhiPY/tiatoolbox
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
srinidhiPY/al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
srinidhiPY/BIRADS_BERT
srinidhiPY/CMC
pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"
srinidhiPY/CoNIC
CoNIC Challenge
srinidhiPY/deep-learning-wizard
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
srinidhiPY/DeepLIIF
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22]
srinidhiPY/fairscale
PyTorch extensions for high performance and large scale training.
srinidhiPY/faiss
A library for efficient similarity search and clustering of dense vectors.
srinidhiPY/h-nne
A fast hierarchical dimensionality reduction algorithm.
srinidhiPY/histocartography
Histocartography is a framework bringing together AI and Digital Pathology
srinidhiPY/hooknet
srinidhiPY/hover_net
Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.
srinidhiPY/MICCAI2021-OpenReviewAnalysis
srinidhiPY/mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
srinidhiPY/pathml
Tools for computational pathology
srinidhiPY/pathology-artifact-detection
Quality control of whole-slide images through multi-class semantic segmentation of artifacts
srinidhiPY/pipreqs
pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.
srinidhiPY/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
srinidhiPY/python-fire
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
srinidhiPY/pytorch-unet
Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation
srinidhiPY/RadImageNet
RadImageNet, a pre-trained convolutional neural networks trained solely from medical imaging to be used as the basis of transfer learning for medical imaging applications.
srinidhiPY/RLNLocalization
Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework
srinidhiPY/segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
srinidhiPY/shields
Concise, consistent, and legible badges in SVG and raster format
srinidhiPY/srinidhiPY.github.io
srinidhiPY/vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.