Martin Kolarik's starred repositories
super-gradients
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
autodistill
Images to inference with no labeling (use foundation models to train supervised models).
generative_brain_controlnet
Repository to train ControlNet on Brain data (UK BIOBANK) using MONAI Generative Models
energy-forecasting
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and deploying an end-to-end ML batch system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 2.5 ๐ฉ๐ฐ๐ถ๐ณ๐ด ๐ฐ๐ง ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ & ๐ท๐ช๐ฅ๐ฆ๐ฐ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
u2net_torch
MICCAI2019:3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
intellij-chatgpt
A plugin that integrates ChatGPT and other third-party mirror sites into JetBrains IDEs.ไธไธชๅฐ ChatGPT ๅๅ ถไป็ฌฌไธๆน้ๅ็ฝ็ซๆดๅๅฐ JetBrains IDEs ็ๆไปถใ
ultralytics
NEW - YOLOv8 ๐ in PyTorch > ONNX > OpenVINO > CoreML > TFLite
pytorch-debayer
Convolutional PyTorch debayering / demosaicing layers
pytorch-receptive-field
Compute CNN receptive field size in pytorch in one line
TotalSegmentator
Tool for robust segmentation of >100 important anatomical structures in CT and MR images
transfer2d3d
This repository contains code to our paper Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation that is accepted for oral presentation at ICPR 2021 regarding weight transfer from 2D imagenet classification architectures to 3D for semantic segmentation
pseudo_label_contrastive_training
Code for Pseudo label based contrastive learning joint training approach
cca.pytorch
CCAs for looking into DNNs
MOOSE
MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemic TB whole-person research.The pipeline is based on nn-UNet and has the capability to segment 120 unique tissue classes from a whole-body 18F-FDG PET/CT image.
torchstain
Stain normalization tools for histological analysis and computational pathology
pansharpen_python
command-line program for multispectral pan-sharpening (Python). Includes Brovey, FIHS (Fast Intensity Hue Saturation), Wavelet, and PCA (Principal Component Analysis).
HistomicsUI
A Girder plugin for pathology image annotations and analysis.
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
digital_slide_archive
The official deployment of the Digital Slide Archive and HistomicsTK.
QualityScaler
QualityScaler - image/video AI upscaler app
composite-video-simulator
Code to process video to simulate analog composite video.