Pinned Repositories
boundary-uncertainty
DicePlusPlus
DRIVE-Digital-Retinal-Images-for-Vessel-Extraction
We have done segmentation of blood vessels from their respective retinal images. As this is a segmentation model, we have used U-net architecture for the segmentation purpose. We have modified the typical convolution 2D layer to add new Dense Layer and finally got better result.
focal-attention-networks
focus-u-net
fsdl-text-recognizer-2021-labs
Complete deep learning project developed in Full Stack Deep Learning, Spring 2021
nora-challenge-camai
stain_consistency_learning
unified-focal-loss
VersaTile
mlyg's Repositories
mlyg/unified-focal-loss
mlyg/focus-u-net
mlyg/boundary-uncertainty
mlyg/stain_consistency_learning
mlyg/DicePlusPlus
mlyg/nora-challenge-camai
mlyg/VersaTile
mlyg/DRIVE-Digital-Retinal-Images-for-Vessel-Extraction
We have done segmentation of blood vessels from their respective retinal images. As this is a segmentation model, we have used U-net architecture for the segmentation purpose. We have modified the typical convolution 2D layer to add new Dense Layer and finally got better result.
mlyg/focal-attention-networks
mlyg/fsdl-text-recognizer-2021-labs
Complete deep learning project developed in Full Stack Deep Learning, Spring 2021
mlyg/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mlyg/ml_notepad
Notes on machine learning books and topics
mlyg/nnUNet
mlyg/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
mlyg/project-based-learning
Curated list of project-based tutorials
mlyg/pycupid
mlyg/python_data_structure_and_algorithms
My answers to Goodrich's Data structures and Algorithms textbook questions
mlyg/stardist_pytorch
StarDist PyTorch