Pinned Repositories
3D-unet
Source code for the stroke lesion segmentation paper.
3dcnn.torch
Volumetric CNN for feature extraction and object classification on 3D data.
3dMRISegmentation
Code for NeuroImage: Clinical paper "Automatic post-stroke lesion segmentation on MR images using 3D residual convolutional neural network."
3DStyleGAN
3D StyleGAN2 for Medical Images
A-psychovisual-analysis-on-deep-cnn-features-as-perceptual-metrics-and-a-novel-psychovisual-loss
Implementations for our paper, 'A Psychovisual analysis on Deep CNN features as Perceptual Metrics and a Novel Psychovisual Loss."
aero-matlab
My matlab homework files
autoencoders
Implementation of several different types of autoencoders
mmdetection
Open MMLab Detection Toolbox and Benchmark
SatwantKumar's Repositories
SatwantKumar/3D-unet
Source code for the stroke lesion segmentation paper.
SatwantKumar/autoencoders
Implementation of several different types of autoencoders
SatwantKumar/mmdetection
Open MMLab Detection Toolbox and Benchmark
SatwantKumar/3dMRISegmentation
Code for NeuroImage: Clinical paper "Automatic post-stroke lesion segmentation on MR images using 3D residual convolutional neural network."
SatwantKumar/3DStyleGAN
3D StyleGAN2 for Medical Images
SatwantKumar/agenthub_operators
The repository of public operators from agenthub.dev
SatwantKumar/ANTsPyNet
Medical image analysis framework merging ANTsPy and deep learning
SatwantKumar/BeeMotionS3-Arduino-Helper
SatwantKumar/BrainAge
SatwantKumar/BrainAgePredictionResNet
3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).
SatwantKumar/dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
SatwantKumar/EM_bodyPatch
shared code and data for EM manuscript
SatwantKumar/ESP32-OV5640-AF
Library for ESP32 to use OV5640's autofocus function
SatwantKumar/ESP32CAMToS3
Arduino and AWS Lambda Code for pushing images to AWS S3
SatwantKumar/GAIA
Generative Adversarial Interpolative Autoencoder (GAIA) is a Generative Adversarial Network (GAN) made up of Autoencoders (AE) trained explicitly on interpolations to promote convexity and better latent interpolations.
SatwantKumar/HD-GLIO-AUTO
Automated processing of MRI in neuro-oncology (combining HD-BET, image co-registration, T1-subtraction mapping and HD-GLIO in one Docker container)
SatwantKumar/jspsi-go-example
Updated template for go/no-go demo experiment with PsiTurk and jsPsych in CoffeeScript.
SatwantKumar/lanarky
FastAPI framework to build production-grade LLM applications
SatwantKumar/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
SatwantKumar/MultiCoT
Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph
SatwantKumar/nnUNet
SatwantKumar/openpilot
open source driving agent
SatwantKumar/pandas-ai
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
SatwantKumar/startup-checklist
A checklist for incorporation so you can get back to building your product, fundraising, etc.
SatwantKumar/stylegan2
StyleGAN2 - Official TensorFlow Implementation
SatwantKumar/StyleGAN2-Tensorflow-2.0
StyleGAN 2 in Tensorflow 2.0
SatwantKumar/TTSR
[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution
SatwantKumar/UKBiobank_deep_pretrain
Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.
SatwantKumar/voxelmorph
Unsupervised Learning for Image Registration
SatwantKumar/webota-esp32