Sandeep Kaushik's repositories
1D-2D-Segmentation-AutoEncoder-TF2-KERAS
1D and 2D Segmentation Models with options such as Deep Supervision, Guided Attention, BiConvLSTM, Autoencoder, etc.
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
CONTRIQUE
Official implementation for "Image Quality Assessment using Contrastive Learning"
DDM2
Official repository of DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models, ICLR2023
eigenfish
# Eigenfish Ideas by the wonderful ["Computational Discovery on Jupyter"](https://computational-discovery-on-jupyter.github.io/Computational-Discovery-on-Jupyter/index.html) by Neil J. Calkin, Eunice Y.S. Chan, and Robert M. Corless, and the gallery of the [Bohemian Matrices site](http://bohemianmatrices.com).
FractalFlame
Python implementation of the Fractal Flame Algorithm
Fractals
In the last few years, I have developed a lot of Jupyter notebooks to draw fractals. In this repository, I will gradually share them. Creative Commons Attribution-ShareAlike 4.0 International License.
google-research
Google Research
ImageUtils
Image processing utility code.
keras
Deep Learning for humans
Keras-GAN
Keras implementations of Generative Adversarial Networks.
MedImageProc
Starter kit for working with medical image data
metrics
Example of evaluation metrics used in the SynthRAD2023 challenge
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
MPADA
The official implementation of MP_{ada} in Attention-based Multi-patch Aggregation for Image Aesthetic Assessment (MM 2018)
OnnxStream
Running Stable Diffusion on a RPI Zero 2 (or in 260MB of RAM)
PerceptualSimilarity
LPIPS metric. pip install lpips
photorealistic_style_transfer
Photorealistic Style Transfer via Wavelet Transforms
sasan
SASAN
segment-py
SRM and efficient graph-based image segmentation algorithms in Python
Shearlet-Transform-TensorFlow
This is an implementation of Shearlet Transform (ST) for light field reconstruction using TensorFlow.
tf-wavelets
TensorFlow implementation of descrete wavelets transforms
tfshearlab
Tensorflow implementation of Shearlab, including a python wrapper of the Julia Shearlab APi
UTNet
Official implementation of UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation