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180 search results found

Albumentations ⭐ 13,701

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Imgaug ⭐ 13,682

Image augmentation for machine learning experiments.

Mit Deep Learning ⭐ 9,897

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Jetson Inference ⭐ 7,038

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Pyaudioanalysis ⭐ 5,453

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Pytracking ⭐ 2,994

Visual tracking library based on PyTorch.

Segment Geospatial ⭐ 2,489

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Coco Annotator ⭐ 1,743

✏️ Web-based image segmentation tool for object detection, localization, and keypoints

Ailia Models ⭐ 1,708

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Robosat ⭐ 1,639

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

Universal Data Tool ⭐ 1,612

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Ml Cvnets ⭐ 1,543

CVNets: A library for training computer vision networks

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Awesome Diarization ⭐ 1,384

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

Meshcnn ⭐ 1,211

Convolutional Neural Network for 3D meshes in PyTorch

Jieba Php ⭐ 1,193

"結巴"中文分詞：做最好的 PHP 中文分詞、中文斷詞組件。 / "Jieba" (Chinese for "to stutter") Chinese text segmentation: built to be the best PHP Chinese word segmentation module.

Pointcnn ⭐ 1,176

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Niftynet ⭐ 1,170

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Awesome Diffusion Models In Medical Imaging ⭐ 923

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

Pixellib ⭐ 828

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Retentioneering Tools ⭐ 715

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.

Awesome Dataset Tools ⭐ 714

🔧 A curated list of awesome dataset tools

Awesome Ocr ⭐ 711

High-performance Vision library in Python. Scale your research, not boilerplate.

DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

Cam2bev ⭐ 627

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

Monailabel ⭐ 496

MONAI Label is an intelligent open source image labeling and learning tool.

Rectlabel Support ⭐ 477

RectLabel is an offline image annotation tool for object detection and segmentation.

Awesome Segmentation Saliency Dataset ⭐ 470

A collection of some datasets for segmentation / saliency detection. Welcome to PR...😄

Espnetv2 ⭐ 375

A light-weight, power efficient, and general purpose convolutional neural network

Label Tool ⭐ 294

Web application for image labeling and segmentation

Deepvoice ⭐ 278

Deep Voice: Real-time Neural Text-to-Speech

Awesome Segment Anything Extensions ⭐ 255

Segment-anything related awesome extensions/projects/repos.

Segment Lidar ⭐ 238

Python package for segmenting LiDAR data using Segment-Anything Model (SAM) from Meta AI.

Tensorflow Enet ⭐ 236

TensorFlow implementation of ENet

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

Geospatial Machine Learning ⭐ 196

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Deepdrr ⭐ 166

Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606

Deepresearch ⭐ 166

This repository is the collection of research papers in Deep learning, computer vision and NLP.

Open Solution Data Science Bowl 2018 ⭐ 158

Open solution to the Data Science Bowl 2018

Videoseg ⭐ 139

[CVPR 2017] Video motion segmentation and tracking

A generalizable application framework for segmentation, regression, and classification using PyTorch

Cvml_project ⭐ 121

Projects and application using computer vision and machine learning

Masking GAN - Image attribute mask generation

Axondeepseg ⭐ 114

Axon/Myelin segmentation using Deep Learning

Seismiqb ⭐ 106

Seismic data interpretation with deep learning

Semi-automatic tool for manual segmentation of multi-spectral and geo-spatial imagery.

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Quicknat_pytorch ⭐ 99

PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty

Flex Convolution ⭐ 93

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

Open source Python library for building bioimage analysis pipelines

Cnnbasedmedicalsegmentation ⭐ 83

Code for reproducing the results of our paper on CNN-based medical image segmentation

Imagedataaugmentor ⭐ 77

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

Xtreme Vision ⭐ 76

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Spleeterrt ⭐ 75

Real time monaural source separation base on fully convolutional neural network operates on Time-frequency domain.

Text Segmentation ⭐ 73

Implementation of the paper: Text Segmentation as a Supervised Learning Task

Evaluating_bdl ⭐ 70

Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.

Occlusions 4d ⭐ 66

Revealing Occlusions with 4D Neural Fields (CVPR 2022) - Official Implementation

U Net Fixed Point Quantization For Medical Image Segmentation ⭐ 62

Repository containing code for "U-Net Fixed-Point Quantization for Medical Image Segmentation" paper at MICCAI2019

Stagewise Knowledge Distillation ⭐ 60

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

Vector Map Generation From Aerial Imagery Using Deep Learning Geospatial Unet ⭐ 59

We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in densely compacted areas using medium resolution satellite/UAV orthoimages. We adopted standard UNET architecture, additionally added batch normalization layer after every convolution, to label every pixel in the image.

Slicerautomateddentaltools ⭐ 57

A 3D Slicer extension to use AMASSS, ALI-CBCT and ALI-IOS

[ICCV 2015] Framework for optimizing CNNs with linear constraints for Semantic Segmentation

This is a repository for summarizing papers especially related to machine learning.

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

List of datasets and papers in X-ray security images (Computer vision/Machine Learning)

Catalyst Examples ⭐ 53

Retail Segmentation Based Marketing Campaing In R And H2o ⭐ 51

Showcase for using H2O and R for scoring for marketing campaign in retail

Unet_darknet ⭐ 51

U-Net implementation on darknet (semantic segmentation)

Selfie Anywhere ⭐ 48

Selfie Anywhere

BRepNet: A topological message passing system for solid models

Napari Hub ⭐ 46

Discover, install, and share napari plugins

pytorch implementation of paper https://www.frontiersin.org/articles/10.3389/fcomp

Label Pixels ⭐ 42

Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed for extracting the road network from remote sensing imagery and now, it can be used to extract different features from remote sensing imagery.

Road Segmentation in Satellite Aerial Images

Duck Net ⭐ 41

Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )

Usss_iccv19 ⭐ 39

Code for Universal Semi-Supervised Semantic Segmentation models paper accepted in ICCV 2019

Machine Learning Resources ⭐ 39

List of books and other resources that are related to deep learning

One Stop For Covid 19 Infection And Lung Segmentation Plus Classification ⭐ 38

✋🏼🛑 This one stop project is a complete COVID-19 detection package comprising of 3 tasks: • Task 1 --> COVID-19 Classification • Task 2 --> COVID-19 Infection Segmentation • Task 3 --> Lung Segmentation

Spinal cord gray matter segmentation using deep dilated convolutions.

Awesome Khmer Language ⭐ 35

A large collection of Khmer language resources. Khmer is a language used by Cambodia.

Reinforcement Learning With Unity G.e.a.r ⭐ 35

A prototype of an autonomous agent for garbage collection.

An unsupervised machine learning algorithm for the segmentation of spatial data sets.

Max Image Segmenter ⭐ 31

Identify objects in an image, additionally assigning each pixel of the image to a particular object

Pytorch Naive Video Neural Style Transfer ⭐ 31

Create naive (no temporal loss) NST for videos with person segmentation. Just place your videos in data/, run and you get your stylized and segmented videos.

Generalized Data-free Universal Adversarial Perturbations

Convolutional Neural Network-Based Instance Segmentation Algorithm to Acquire Quantitative Criteria of Early Mouse Development

Pyconvsegnet ⭐ 30

Semantic Segmentation PyTorch code for our paper: Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

Ml_idcard_segmentation Tf Keras ⭐ 28

Machine Learning Project to identify an ID Card on an image

Segmentation ⭐ 27

Catalyst.Segmentation

ETA: Extensible Toolkit for Analytics

SGSN: Supervised Generative Segmentation Network for semantic segmentation for all-day outdoor robot navigation

Sharpmask ⭐ 26

TensorFlow implementation of DeepMask and SharpMask

Brain Mri Segmentation ⭐ 25

Smart India Hackathon 2019 project given by the Department of Atomic Energy

Adaptive Early-Learning Correction for Segmentation from Noisy Annotations (CVPR 2022 Oral)

Skin Detection Example ⭐ 25

Simple pixelwise skin detection using classification tree.

Oodretrieval ⭐ 23

Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation

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