Imran's repositories
overlapping-ellipses-recognition
Recognition of Overlapping Elliptical Objects in a Binary Image
AC295-final-project-JWI
manual image labelling and transfer learning for segmentation
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
Cell-segmentation-methods-comparison
Matlab implementation of several methods for cell detection and cell segmentation
Explainable_End2End_Aug
Explainable Data Augmentation for Images
Image_Processing_Cell_Shape
step-by-step workflow to convert cell images in color to binary shapes
keras-applications
Reference implementations of popular deep learning models.
Keras-FCN
Keras implementation of fully convolutional network for semantic image segmentation
Quantifiction-of-shape-and-structure
This code is to quantify cell shape and structure.
ridge-directed-ring-detector
Robust and highly performant ring detection algorithm for 3d particle tracking using 2d microscope imaging
segan
Speech Enhancement Generative Adversarial Network in TensorFlow
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
segmentation_WBC
White blood cell (WBC) image datasets
UNet-Zoo
Different U-Net implementations featuring a vanilla U-Net, probabilistic U-Net and PHiSeg. Each with a reversible variant aswell.
UNetPlusPlus
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018
wbc_segmentation
Demarcate the boundary of white blood cells in microscopic images of blood using deep learning