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3d-guidedgradcam-for-medical-imaging

This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.

3dvae-swapdisentangled

Code of "3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces"

anomagram

Interactive Visualization to Build, Train and Test an Autoencoder with Tensorflow.js

anomaly_detection

This is the official implementation of "Anomaly Detection with Deep Perceptual Autoencoders".

autoencoders_experiments

Experiments for autoencoders

classification_models_3d

Set of models for classifcation of 3D volumes

ctfsh

Code for the paper CTFSH: Full Head CT Anomaly Detection with Unsupervised Learning

ctseg

Brain CT image segmentation, normalisation, skull-stripping and total brain/intracranial volume computation.

ddsm

Digital Database for Digital Mammography Software

deep-learning-with-python

Deep learning codes and projects using Python

densenetfcn-3d

A 3D implementation of DenseNet & DenseNetFCN

end2end-all-conv

Deep Learning to Improve Breast Cancer Detection on Screening Mammography

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

matplot-lib-basics

Matplot lib Basics. Ipython Notebook

mylangue

nobrainer

A framework for developing neural network models for 3D image processing.

pandas-basics

Pandas basics.

patternflow

Pattern recognition and image processing library for Tensorflow

pyimgaug3d

python-3d-image-augmentation

python-and-numpy-basics

Basics of Python and Numpy .

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

pytorch-triplet-loss

Triplet-net and triplet loss implementation on pytorch

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

signver

Signature Verification

similarity-tf

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

tensorflow-mnist-vae

Tensorflow implementation of variational auto-encoder for MNIST

tensorflow-triplet-loss

Implementation of triplet loss in TensorFlow

triplet-net-keras

Implementation of Triplet Neural Network on keras

uniformizing-3d

[MICCAI'2020 PRIME] Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Severity Estimation.