mlyg

unified-focal-loss

focus-u-net

boundary-uncertainty

stain_consistency_learning

DicePlusPlus

nora-challenge-camai

VersaTile

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

fsdl-text-recognizer-2021-labs

Complete deep learning project developed in Full Stack Deep Learning, Spring 2021

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

ml_notepad

Notes on machine learning books and topics

nnUNet

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

project-based-learning

Curated list of project-based tutorials

pycupid

python_data_structure_and_algorithms

My answers to Goodrich's Data structures and Algorithms textbook questions

stardist_pytorch

StarDist PyTorch