IDU-CVLab/Images_Preprocessing_2nd

Preprocessing images with focus on segmentation of CT slices

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vishal815/Team-LogicLegends-Proxmed-Hackathon-Hypodense-Segmentation-AI-Project-

Project Overview:- The objective of this hackathon challenge is to develop a robust and efficient algorithm or AI model capable of accurately segmenting the hypodense region from Brain Non-Contrast Computed Tomography (NCCT) images. The primary goal is to automate and streamline the identification of early ischemic changes in acute stroke patients.

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YusufTerzii/YOLOv8-ImageSegmantation

ImageSegmantation Example With YOLOv8

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Sousannah/hand-gestures-recognition-and-segmentation-using-CNN-and-OpenCV

Language: Jupyter Notebook - Size: 3.2 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

RuoyuGuo/Efficient_Graph-based_Image_Segmentation

Implementation of efficient Graph-based Image segmentation paper

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RizwanMunawar/yolov7-segmentation

YOLOv7 Instance Segmentation using OpenCV and PyTorch

Language: Python - Size: 4.88 MB - Last synced: 3 months ago - Pushed: 10 months ago - Stars: 273 - Forks: 72

shubham0204/MLKit_Selfie_Segmentation_Android

Selfie Segmentation in Android with MLKit APIs

Language: Kotlin - Size: 20 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 11 - Forks: 4

LinuxBeaver/Run_REMBG_from_file_manager_open_with_on_linux

This script assumes you have REMBG installed and a decent file manager on Linux. (thunar, caja, nautilus, dolphin) ect... The script will allow you to run REMBG on a file from a right click "open with" setting on Linux.

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Kanikasheokand/Deep-Learning-CNN

Apply convolutional network to visual detection and recognition task.

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naveed88375/AI-ML

A curated list of machine learning and AI projects.

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omarxadel/edgeml-project

Lightweight Attention U-Net for Breast Cancer Semantic Segmentation

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ArtemVerbov/Image-Segmentation-X-Lightning

Pytorch lightning template for image segmentation tasks. Dataset was taken from 2018 Data Science Bowl.

Language: Python - Size: 6.61 MB - Last synced: 19 days ago - Pushed: 4 months ago - Stars: 2 - Forks: 0

aparolek/Mosaic-Generator-From-Source-Images

Python Mosaic Generator from Source Images. Uses simple shortest distance search between 3D vectors, index division to create a mapping and caching methods to avoid constantly loading certain objects/data from memory.

Language: Python - Size: 13.5 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

DHEEPAK29/IMAGE-SEGMENTATION-USING-PYTORCH-

Objective : Build an ML model to segment the object from the environment and produce desired optimized Ground truth images. In addition, Albumentations library is used as an optimizer to the segmentation dataset to make a cost-effective model for integration.

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enockjamin01/image-matting

Image Segmentation model to fetch subject from a image and separate it from background built using U-Net architecture

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CBICA/DLICV

A repository that allows users to apply the DLICV method to their brain imaging data.

Language: Python - Size: 41 KB - Last synced: 25 days ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

shreyaspadhy/UNet-Zoo

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

Language: Python - Size: 786 KB - Last synced: 7 months ago - Pushed: almost 6 years ago - Stars: 356 - Forks: 78

jijnasa26/object-detection

Innovative LBP-based texture extraction from MRI images improves brain tumor classification accuracy to 95.44%. Data augmentation enhances generalization and suggests future research potential.

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MohammedAfthab18/Image-segmentation-using-detectron2

This computer vision project empowers you to excel in the fields of object detection and precise instance segmentation, offering a versatile toolkit for image analysis and understanding.

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s-du/IamSAM

A small project for comparing the outputs of SAM (Segment Anything) and FastSAM, with a practical GUI

Language: Python - Size: 99.6 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

KananVyas/PlayerDetection

Player detection and ball detection in football matches using image processing(opencv).

Language: Python - Size: 9.92 MB - Last synced: 8 months ago - Pushed: over 4 years ago - Stars: 60 - Forks: 42

junqiangchen/Unet2d

Medical Image Ceil Segment

Language: Python - Size: 4.49 MB - Last synced: 8 months ago - Pushed: over 4 years ago - Stars: 56 - Forks: 30

bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Language: Python - Size: 605 KB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 1,545 - Forks: 320

The-ML-Hero/DentalDiagnosisTools

An AI Powered Platform for Dental Diagnosis

Language: Python - Size: 193 MB - Last synced: 8 months ago - Pushed: about 3 years ago - Stars: 17 - Forks: 6

lartpang/HDFNet

(ECCV 2020) Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection

Language: Python - Size: 1.63 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 79 - Forks: 11

Rumit95/Semantic-Segmentation-of-Image

This project demonstrates semantic image segmentation using a custom architecture that combines MobileNetV2 and U-Net. It aims to accurately segment objects in images, showcasing a robust approach to image analysis.

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clementetienam/Pix2PixGan_For_House_ThermalData

Language: Python - Size: 12.7 MB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

cloudpark93/pytorch-multi-class-segmentation-focal-loss

PyTorch implementation of focal loss for multi-class semantic segmentation

Language: Python - Size: 4.88 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

AbhinavUtkarsh/Image-Segmentation

Image segmentation by KNN Algorithm project Report for subject Digital Image Processing (CS1553). This Project has an analysis of K - Nearest Neighbour Algorithm on MRI scans to segment the tumour.

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kaledhoshme123/Determine-the-location-of-the-skin-lesion-spread

Dermatologists suffer from the difficulty of locating cancerous and malignant skin lesions, which causes many problems during the process of removing the tumor, which leads to the return of the tumor again. In determining the location of the tumor and its spread and determining the area that must be removed accurately.

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Lxrd-AJ/ImageSegmentation

MATLAB implementation of popular image segmentation algorithms

Language: MATLAB - Size: 3.91 KB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

KaustubhSapru92/Image-Processing-Object-Detection

Computing techniques for image segmentation, object detection utilizing methodologies from classical image processing to neural networks

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MohammadMoradpoor/VisualAIProjects

🔍📸🌐 VisualAIProjects: Repository for cutting-edge computer vision and Visual AI projects! Explore 🌟advanced algorithms and models🌟 for image recognition, object detection, segmentation, and synthesis. 🚀🔓 Join us in the captivating world of computer vision and unlock the full potential of Visual AI! 🌍💡

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Abhishek3009/CerebroSegNet

10 Deep Learning Models (Convolutional Neural Networks) for Image Segmentation of brain tumor on brain MRI scans dataset.

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Yanasants/labic_images_segmentation

This repository contains the modules of image segmentation using Convolutional Neural Networks of the library Segmentation Models. It corresponds to a Laboratory of Computational Intelligence (LabIC-UFOPA) research.

Language: Python - Size: 171 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Chhikka/AI-For-Medicine-Specialization

This repository is a summary of "AI for Medicine" lectured by Deeplearning.ai, Coursera.

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1nvento/Image-segmentation-by-machine-learning-using-multi-sensor-imageries

Final year engineering project based on image segmentation using multi spectral and panchromatic images of Mumbai obtained using IKONOS satellite

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KsanaKhomiak/ruler_segmentation

Ruler segmentation and conversion from pixels to millimeters

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riya-chougule/Image_segmentation_for_self_driving_cars_using_deep_learning_techniques

This project includes image segmentation for automotive cars using deep learning.This repository includes each little step involved in the project.Firstly,we collected few real-world datasets and shortlisted one suitable dataset for the project.We have collected KITTI-Object detection dataset,Berkley deep drive dataset,NuScenes dataset by Waymo.

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CatchZeng/object-detection-api

Make it easy to train and deploy Object Detection(SSD) and Image Segmentation(Mask R-CNN) Model Using TensorFlow Object Detection API.

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TushirSahu/satellite2map

Language: Jupyter Notebook - Size: 37.9 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

ayoolaolafenwa/PixelLibAPI

Language: Python - Size: 6.52 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 4 - Forks: 1

angadbajwa23/Segmentation-of-2D-Brain-MR-Images-using-Deep-Neural-Architectures

Image Segmentation using U-Net, U-Net with skip connections and M-Net architectures

Language: Jupyter Notebook - Size: 3.03 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 10 - Forks: 4

sasidhar-programmer/Tensorflow_Advance_Techniques

deeplearning.ai Tensorflow advance techniques specialization

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nemo256/do-u-net

Implementation of do-u-net AI model for future studies

Language: Python - Size: 64 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0

mr-ravin/unet-image-segmentation 📦

This repository contains the Unet architecture built with Pytorch library. Here, the Unet architecture is used to perform the image segmentation.

Language: Python - Size: 351 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

getsanjeev/retinal-exudates-detection

exudates detection using hybrid approach (Image Morphology & Machine Learning)

Language: Python - Size: 843 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 58 - Forks: 25

nemo256/segnet

Implementation of SegNet AI model for future studies

Language: Python - Size: 321 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 2 - Forks: 0

MannJain1609/Image-Segmentation-Using-Random-Walker

Image Segmentation Using Random Walker following the Leo Grady Research Paper.

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AdityaTheDev/BrainTumorSegmentation-using-Transfer-Learning

Brain Tumor Segmentation using Transfer learning. Image segmentation is the task of clustering parts of an image together that belong to the same object class. This process is also called pixel-level classification. Brain Tumor Segmentation is a multi-class problem and this model classifies Gliomia tumor, Meningomia Tumor, Pituitary tumor and No tumor with an accuracy of 93%.

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RyanCCC/Mask_RCNN

基于Tensorflow2实现Mask RCNN

Language: Python - Size: 33.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 4

luckyRajputana/Steel-Defect-Detection

This is a image semantic segmentation problem solutions based on django app and trained on the top of Tensorflow API. The trained model takes an image as an input and predict the class of defect from defect1, defect2, defect3, defect4 or no defect with defected area pixels highlighted.

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vilibili/FRED-Net_Keras

This is an implementation of FRED-Net using keras.

Language: Python - Size: 13.7 KB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 1

rupeshsure/IMAGE-CLASSIFICATION-PROJECT

Facial Recognition with help of Haar Cascade files

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PranavPrakasan07/iSegAlgo

Parallelization of Image Segmentation Algorithms

Language: Python - Size: 6.09 MB - Last synced: 17 days ago - Pushed: over 2 years ago - Stars: 4 - Forks: 1

Ashishkumar-hub/Image-Segmentation-using-Detectron-2

Performing Image Segmentation using detectron 2

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neelkantnewra/Image-segmentation

Language: Python - Size: 7.81 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

rvk007/Monocular-Depth-Estimation

Model for Image Segmentation and Depth Estimation

Language: Jupyter Notebook - Size: 9.61 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 6 - Forks: 1

thomaslprr/ImageSegmentation

Language: Java - Size: 1.22 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

sofiienko/WeedSegmentation

Language: Jupyter Notebook - Size: 55.9 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

devosmitachatterjee2018/Spatial_Statistics_and_Image_Analysis

The project is to design a method for distinguishing tablet components in micro-CT images using image segmentation.

Language: MATLAB - Size: 4.35 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

AnshumanJaysingh/cell_segment_intensity_distribution

The MatLab code takes confocal TIFF images of cells as input and plots the distribution of different channels after segmentation of the image into features bases on the type of organelles. For getting the membrane features, distance transform is used to obtain a continuos membrane region.

Language: MATLAB - Size: 24.4 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

varshini24/Electron-microscopic-image-segmentation-using-Deep-Learning

Reconstructing Electron Microscopic(EM) image stacks of mouse brain tissue requires many hours of manual annotation and proofreading, which increases the need for automatic image segmentation methods. The purpose of this work is to conduct automatic segmentation using state-of-the-art deep learning tools available like Tensorflow to train a U-Net architectured neural network to predict the probability of a pixel in the EM image representing a cell boundary membrane. We used a dataset containing 356 EM image stacks with annotations provided. Currently, the tensorflow based network runs on a single Cooley node and work will continue to evaluate the results.

Language: Python - Size: 28.3 KB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 12 - Forks: 3

AsynctaskCoffee/BackgroundRemove-HMS-Core

BackgroundErase with image-segmentation model HMS Core

Language: Kotlin - Size: 526 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 4 - Forks: 0

terminate9298/LambdaTest-Assignment

Submission of Assessment of Lambdatest for Internship in ML/AI

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sovit-123/Torch-Segment

A deep learning image segmentation library and API on top of PyTorch.

Language: Python - Size: 87.9 KB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

shivaniarbat/generate-saliency-maps-ground-truth

Generate saliency maps for log scanned images

Language: Python - Size: 2.66 MB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

rvk007/MODEST-Museum-Dataset

Monocular Depth Estimation and Image Segmentation Dataset containing Museum images

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ayushmankumar7/Polyp-Semantic-Segemntation-Tensorflow-2

Trying out something new

Language: Python - Size: 13.7 MB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

maddy023/Perfect_unet_keras

Size: 1000 Bytes - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0