humayun

dl-dataday-workshop

EpiStroma_Segmentation

This python program segment a H&E stained histopathological images into epithelium and stroma regions.

expath

Expansion Pathology Framework for classification of Early Stage Neoplastic Breast Lesions (Normal, UDH, ADH and DCIS) - Matlab

LogoExtraction

This Python program extract logo a website using scrapy package

MitosisDetector_Matlab

This Code Detect and Segment Candidate Nuclei for mitosis and also compute features on Training and Testing set.

ml_workshop

A workshop and tutorial for starting ML with Python

MultiSpectral

NucleiMorphology_Matlab

Nuclei Segmentation and Feature Extraction Framework - Matlab

NucleiSeg_FeatureExt_C

Nuclei Segmentation and Feature Extraction Framework - C++ (ITK)

humayun/ml_workshop

A workshop and tutorial for starting ML with Python

humayun/Retinexformer

"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Challenge)

humayun/assembled-cnn

Official implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

humayun/backgroundremover

Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.

humayun/datachain

DataChain 🔗 Process and curate unstructured data using local ML models and LLM calls

humayun/deepslide

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

humayun/Diffusion-SDF

Official code repository for the paper: “Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions”

humayun/DigitalImageProcessing

Notes on Digital Image Processing

humayun/DIS

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

humayun/Dog-Breed-Predictor

This repository contains a dog breed prediction app created using a pre-trained convolutional neural network for image classification and deployed using streamlit.

humayun/easyportrait

EasyPortrait - Face Parsing and Portrait Segmentation Dataset

humayun/face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

humayun/facexlib

FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.

humayun/fire-risk-analysis

Machine Learning in Python to assess fire risk in satellite imagery and environmental conditions.

humayun/first-order-model

humayun/HelloWorldNet

Finding new worlds from Kepler/TESS data with PyTorch-- A fork of ExoNet from Ansdell et al. 2018

humayun/image_classifier_pytorch

This is the repo for the Free Code Camp article, "How to build an image classifier with greater than 97% accuracy." Classifier utilizes Python, PyTorch, Numpy, Matplotlib, Seaborn, JSON, and PIL.

humayun/KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

humayun/lucid

A collection of infrastructure and tools for research in neural network interpretability.

humayun/Magic123

Official PyTorch Implementation of Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors

humayun/medium-resources

humayun/MeshSegNet

PyTorch version of MeshSegNet for tooth segmentation of intraoral scans (point cloud/mesh). The code also includes visdom for training visualization; this project is partially powered by SOVE Inc.

humayun/og-equity-compensation

Stock options, RSUs, taxes — read the latest edition: www.holloway.com/g/equity-compensation

humayun/reading-list

My reading list.

humayun/SemanticSegmentation

A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation

humayun/shap-e

Generate 3D objects conditioned on text or images

humayun/state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

humayun/tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

humayun/TILAb-Score

This repository contains the implementation of TILAb-score as described in the original paper.

humayun/xcenternet

Fast anchor free Object Detection based on CenterNet (Objects As Points) and TTFNet (Training-Time-Friendly Network). Implemented in TensorFlow 2.2+.