mlyg

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/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