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Humayun Irshad's Projects

assembled-cnn icon assembled-cnn

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

backgroundremover icon 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.

deepslide icon 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.

diffusion-sdf icon diffusion-sdf

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

dis icon dis

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

dog-breed-predictor icon 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.

epistroma_segmentation icon epistroma_segmentation

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

expath icon expath

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

facexlib icon facexlib

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

fire-risk-analysis icon fire-risk-analysis

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

helloworldnet icon helloworldnet

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

image_classifier_pytorch icon 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.

logoextraction icon logoextraction

This Python program extract logo a website using scrapy package

lucid icon lucid

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

magic123 icon magic123

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

meshsegnet icon 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.

mitosisdetector_matlab icon mitosisdetector_matlab

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

ml_workshop icon ml_workshop

A workshop and tutorial for starting ML with Python

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