underwater-images

There are 7 repositories under underwater-images topic.

• xahidbuffon / Awesome_Underwater_Datasets

  Pointers to large-scale underwater datasets and relevant resources.

  underwater-roboticsmarine-dataunderwater-imagesmarine-resourcesmarine-speciesunderwater-vehiclesunderwater-imageunderwater-datasetsdetectionstereo-dataimagery
  509
• FUnIE-GAN

  xahidbuffon / FUnIE-GAN

  Fast underwater image enhancement for Improved Visual Perception. #TensorFlow #PyTorch #RAL2020

  image-enhancementuganfunie-ganunderwater-imagesunderwater-roboticsvisual-perceptionuiqmssimpsnrmeasure
  Language:Python 440

• zhengye1995 / underwater-object-detection

  Kesci underwater object detection algorithm contest

  computer-visionobject-detectionunderwater-imagescompetition-code
  Language:Python 198

• milleniums / underwater-object-detection-mmdetection

  和鲸社区Kesci 水下目标检测算法赛（光学图像赛项）三等奖 单模方案

  underwater-imagesdetectionmmdetection
  Language:Python 185

• infrontofme / UWGAN_UIE

  Source code for UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing

  underwater-imagesimage-enhancementimage-restoration
  Language:Python 181
• Deep_SESR

  xahidbuffon / Deep_SESR

  Simultaneous Enhancement and Super-Resolution. #RSS2020

  image-super-resolutionimage-enhancementunderwater-roboticsrobot-visionperceptual-image-super-resolutionunderwater-images
  Language:Python 130

• saeed-anwar / UWCNN

  Code and Datasets for "Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement", Pattern Recognition, 2019

  underwaterunderwater-imagesimage-processingimage-restorationimage-enhancement
  Language:Python 127

• xahidbuffon / SUIM

  Semantic Segmentation of Underwater Imagery: Dataset and Benchmark. #IROS2020

  image-segmentationimage-segmentation-tensorflowunderwater-roboticsunderwater-imageskeras-segmentationsemantic-segmentation
  Language:Python 101

• gautamtata / DeepPlastic

  Detecting and Quantifying Marine Debris using Deep Visual Models.

  underwater-roboticsplastic-pollutionunderwater-imagescomputer-vision
  Language:Jupyter Notebook 68

• pksvision / Deep-WaveNet-Underwater-Image-Restoration

  Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration

  underwater-imagespytorchunderwater-image-restorationunderwater-image-enhancementunderwater-image-super-resolutiondeep-learningsuper-resolution
  Language:Jupyter Notebook 65

• xahidbuffon / SRDRM

  Underwater Image Super-Resolution using Deep Residual Multipliers. #ICRA2020

  super-resolutionunderwater-roboticsimage-super-resolutionunderwater-images
  Language:Python 48

• bilityniu / underimage-fusion-enhancement

  paper algorithm implementation: 《color balance and fusion for underwater image enhancement》

  matlabunderwater-imagesfusion
  Language:MATLAB 45

• Jzy2017 / TACL

  TIP 2022 | Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond.

  deep-learningpytorchtipunderwater-images
  Language:Python 44

• Arquestro / ugan-pytorch

  Color restoration of underwater images with UGAN, implemented with PyTorch.

  color-restorationunderwater-imagesganpytorch
  Language:Python 39

• CXH-Research / Underwater-Image-Enhancement

  Summary of Publicly Available Underwater Image Enhancement Method

  underwater-image-enhancementimage-processingunderwater-image-processingunderwater-image-restorationunderwater-imagesunderwater-robotics
  34

• rowantseng / FUnIE-GAN-PyTorch

  GAN-based fast underwater image enhancement.

  pytorchunderwater-imagesunderwater-roboticsimage-enhancementunderwater-datasetsunderwater-image-enhancementfunie-gan
  Language:Python 29

• bilityniu / underwater_dark_chennel

  UDCP

  matlabunderwater-images
  Language:MATLAB 28

• microsoft / Project_Natick_Analysis

  GitHub Repository for Blogpost: Monitoring environmental conditions near underwater datacenters using Deep Learning

  artificial-intelligenceunderwater-imagesobject-detection
  Language:Python 21

• fansuregrin / Awesome-UIE

  Awesome Underwater Image Enhancement (UIE) Methods

  computer-visionimage-processingunderwater-image-enhancementunderwater-image-processingunderwater-image-restorationunderwater-imagesunderwater-robotics
  Language:Python 18

• ajit2704 / underwater-image-enhancement

  image-processingimage-enhancementunderwater-imagespython3gamma-correction
  Language:MATLAB 17

• Jzy2017 / TOPAL

  TCSVT 2022 | Target Oriented Perceptual Adversarial Fusion Network for Underwater Image Enhancement.

  deep-learningpytorchtcsvtunderwater-images
  Language:Python 16

• hblasins / uwSim

  Underwater Image Systems Simulation

  matlabunderwater-images
  Language:MATLAB 15

• globalwetlands / luderick-seagrass

  This dataset comprises of annotated footage of Girella tricuspidata in two estuary systems in South East Queensland, Australia. This data is suitable for a range of classification and object detection research in unconstrained underwater environments.

  object-detectiondatasetdeep-learningcomputer-visionenvironmental-monitoringunderwater-images
  12

• Hou-Guojia / UTV

  UTV：A novel dark channel prior guided variational framework for underwater image restoration

  underwaterunderwater-imagesimage-restorationimage-processingdark-channel-priortotal-variationadmm-algorithm
  Language:MATLAB 12

• karanwxliaa / Underwater-Trash-Detection

  Underwater Trash Detection

  artificial-intelligencedeeplearningtrash-classificationtrash-detectionunderwater-imagesyolov7yolov8artificial-intelligence-algorithmscomputer-visiondeep-learningneural-networkopencvplasticunderwater-object-detectioncnndatasetrcnntrashtrash-datasetmachine-learning
  Language:Jupyter Notebook 12

• csiro-robotics / deepseagrass

  This repository contains the code implementation used in the paper "Multi-species Seagrass Detection and Classification from Underwater Images"

  deep-learningneural-networksseagrassclassificationseagrass-detectionmulti-speciestensorflowkerasunderwater-imagesunderwater-roboticsdeepseagrass-datasetdataset
  Language:Python 11

• saeed-anwar / UWSurvey

  Diving Deeper into Underwater Image Enhancement: A Survey, accepted in Signal Processing: Image Communication.

  underwater-imagesbenchmark-datasetsdeep-networksevaluation-metricssurveycomprehensivevisual-comparisonsdeep-algorithmsdeep-learning
  10

• alexo-git / sonar-2000

  simple and cheap underwater sonar

  electronicssonardiymicrocontrollersunderwater-acousticsunderwater-roboticsunderwater-imagesrangefinder
  Language:C 7

• SalPGS / DGD-cGAN

  Underwater image dewatering and restoration

  enhancementimage-restorationunderwater-imagesdgd-cgan
  Language:Python 7

• darkmatter18 / Underwater-image-enhancement

  A Deep Learning CycleGAN Based application, that can enhance the underwater images.

  deep-learningpytorchgancycleganunderwater-imagesenhancementdeep-neural-networks
  Language:Jupyter Notebook 5

• HarishValliappan / Underwater-Animal-Detection

  animal-detectionanimalsaquariumdeep-learningfaster-rcnnfishjellyfishmachine-learningneural-networkobject-detectionobject-recognitionsharkstarfishunderwater-imagesunderwater-object-detectionyoloyolov7yolov8you-only-look-once
  Language:Jupyter Notebook 5

• northerncat / CS231A-Fish-Identification

  MATLAB implementations and evaluations of different identification algorithms applied onto underwater fish images.

  underwater-imagesmatlab-implementationscomputer-vision
  Language:MATLAB 5

• shamil-t / under_water-image-enhancement

  under water image enhancement and restoration with reef classifcation

  clahedatasetdcpdjangoheroku-appimage-restorationmipnoisespython3qualityrayleigh-distributionunderwater-imageswater-image
  Language:Python 5

• thousand-islands-shipwrecks / robert-gaskin

  Robert Gaskin's shipwreck 3D model

  photogrammetryshipwrecksunderwater-images3d-models
  5

• wushengcong / UWCNN-SD

  A Two-Stage Underwater Enhancement Network Based on Structure Decomposition and Characteristics of Underwater Imaging, IEEE Journal of Oceanic Engineering, 2021

  underwater-imagesimage-enhancementdeep-learningconvolutional-neural-networks
  Language:Python 5

• wildlifeai / FishDetection-FasterRCNN-project

  Scripts to train algorithms to detect fish, using underwater images labelled by citizen scientists in Spyfish Aotearoa

  marine-conservationunderwater-imagesfish-identification
  Language:Python 4