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image-segmentation

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albumentations

albumentations-team / albumentations

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Add new transforms from https://arxiv.org/abs/1903.12261

6

ternaus commented Nov 26, 2019

There is a set of Pixel Level transforms that is used in the work Benchmarking Neural Network Robustness to Common Corruptions and Perturbations

The authors also share the code => we can absorb some transforms that they have into the library.

https://github.com/hendrycks/robustness/blob/master/ImageNet-C/create_c/make_imagenet_c.py

ShotNoise
Defocus
GlassBlur

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enhancement good first issue

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New aliases for bbox formats

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Feature request: add hypothesis library to tests

2

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extreme-assistant / CVPR2020-Paper-Code-Interpretation

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cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理

machine-learning computer-vision deep-learning image-classification object-detection papers image-segmentation cvpr2019 cvpr2020

Updated Aug 13, 2020

amusi / CVPR2020-Code

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CVPR 2020 论文开源项目合集

python machine-learning computer-vision deep-learning paper image-processing python3 object-detection image-segmentation visual-tracking cvpr cvpr2020

Updated Sep 13, 2020

qubvel / segmentation_models

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Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Updated Dec 13, 2020
Python

qubvel / segmentation_models.pytorch

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Segmentation models with pretrained backbones. PyTorch.

models image-processing pytorch neural-networks imagenet segmentation pretrained-models image-segmentation unet semantic-segmentation pretrained-weights pspnet fpn deeplabv3 unet-pytorch deeplab-v3-plus linknet segmentation-models unetplusplus pretrained-backbones

Updated Dec 26, 2020
Python

catalyst-team / catalyst

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Accelerated deep learning R&D

python infrastructure machine-learning natural-language-processing information-retrieval research reinforcement-learning computer-vision deep-learning text-classification distributed-computing image-processing pytorch image-classification metric-learning recommender-system object-detection image-segmentation reproducibility text-segmentation

Updated Dec 25, 2020
Python

jolibrain / deepdetect

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Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

machine-learning caffe deep-learning server tensorflow gpu rest-api xgboost image-classification object-detection dlib image-segmentation tsne neural-nets deepdetect caffe2 ncnn detectron

Updated Dec 23, 2020
C++

jakeret / tf_unet

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Generic U-Net Tensorflow implementation for image segmentation

deep-learning neural-network tensorflow image-segmentation

Updated May 5, 2020
Python

Labelbox / labelbox

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Labelbox is the fastest way to annotate data to build and ship computer vision applications.

recognition tools computer-vision deep-learning image-annotation annotation tensorflow detection imagenet image-classification labeling image-segmentation bounding-boxes annotation-tool boundingbox image-labeling labeling-tool computer-vision-annotation image-labeling-tool

Updated Dec 1, 2020
JavaScript

UniversalDataTool / universal-data-tool

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[feature] Add way to modify sample id preview

davebulaval commented Nov 6, 2020

Add a way to change the sample id output in the annotation process to a specific number (see picture).

Reason: I want to annotate large text and the app don't like it when the documents to annotate are too large, so I spitted in a sentence the document but I would like to be able to

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enhancement good first issue

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Some CSV Files don't import all rows

15

Open

Problem with polish signs (letters) like ąśćęóżźł using named entity recognition interface

7

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ozan-oktay / Attention-Gated-Networks

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Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

image-classification convolutional-neural-networks image-segmentation attention-model attention-gates

Updated Nov 13, 2020
Python

bermanmaxim / LovaszSoftmax

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Code for the Lovász-Softmax loss (CVPR 2018)

pytorch neural-networks image-segmentation loss-functions

Updated Feb 26, 2019
Jupyter Notebook

PaddlePaddle / PaddleSeg

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End-to-end image segmentation kit based on PaddlePaddle.

image-segmentation unet semantic-segmentation pspnet icnet deeplabv3 hrnet

Updated Dec 25, 2020
Python

ternaus / TernausNet

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UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

pytorch image-segmentation

Updated May 28, 2020
Python

BloodAxe / pytorch-toolbelt

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PyTorch extensions for fast R&D prototyping and Kaggle farming

python machine-learning deep-learning pipeline image-processing pytorch kaggle image-classification segmentation object-detection image-segmentation augmentation focal-loss tta jaccard-loss test-time-augmentation

Updated Dec 24, 2020
Python

neeru1207 / AI_Sudoku

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GUI based Smart Sudoku Solver that tries to extract a sudoku puzzle from a photo and solve it

machine-learning gui image-processing cnn sudoku-solver image-segmentation hough-transform cv2 digital-image-processing opencv-python blob-detection knn-classification hough-lines knn-classifier tkinter-gui tkinter-python cnn-tensorflow sudoku-grabber digit-recognition-application hough-line-transform

Updated Oct 20, 2020
Python

amusi / ECCV2020-Code

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ECCV 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目

computer-vision deep-learning neural-network image-classification object-detection image-segmentation eccv eccv2020 eccv-2020

Updated Dec 12, 2020

guanfuchen / semseg

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常用的语义分割架构结构综述以及代码复现

deep-learning pytorch enet fcn image-segmentation segnet semantic-segmentation gcn deeplab lrn shufflenet erfnet frrn drn label-refinement-network segmentation-networks segmentation-models bisenet future-semantic-segmentation

Updated Jul 13, 2019
Python

crfasrnn_keras

sadeepj / crfasrnn_keras

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CRF-RNN Keras/Tensorflow version

tensorflow keras image-segmentation semantic-segmentation crfasrnn crf-as-rnn crfasrnn-keras crfasrnn-tensorflow crf-rnn-tensorflow crf-rnn-keras

Updated Dec 6, 2019
Python

AKSHAYUBHAT / ImageSegmentation

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Perform image segmentation and background removal in javascript using superpixes

computer-vision image-segmentation superpixel-algorithms

Updated Jun 24, 2017
JavaScript

guosheng / refinenet

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RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

deep-neural-networks image-segmentation semantic-segmentation dense-prediction

Updated Jun 1, 2019
MATLAB

xiaoyufenfei / Efficient-Segmentation-Networks

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Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

computer-vision pytorch neural-networks segmentation image-segmentation semantic-segmentation cityscapes scene-understanding semantic-segmentation-models camvid real-time-semantic-segmentation efficient-segmentation-networks lightweight-semantic-segmentation driving-scene-understanding

Updated May 10, 2020
Python

broadinstitute / keras-rcnn

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Keras package for region-based convolutional neural networks (RCNNs)

theano deep-learning cntk tensorflow object-detection image-segmentation

Updated May 20, 2020
Python

ternaus / robot-surgery-segmentation

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Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

python computer-vision deep-learning pytorch medical-imaging image-segmentation robot-assisted-surgery

Updated May 13, 2019
Jupyter Notebook

ternaus / TernausNetV2

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TernausNetV2: Fully Convolutional Network for Instance Segmentation

python computer-vision deep-learning pytorch satellite-imagery image-segmentation

Updated May 23, 2020
Jupyter Notebook

kyamagu / js-segment-annotator

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Javascript image annotation tool based on image segmentation.

javascript image-segmentation javascript-image-annotation

Updated Mar 11, 2019
JavaScript

ahundt / awesome-robotics

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A curated list of awesome links and software libraries that are useful for robots.

Updated Nov 30, 2020

usuyama / pytorch-unet

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Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

image-segmentation unet semantic-segmentation fully-convolutional-networks

Updated Aug 21, 2020
Jupyter Notebook

4uiiurz1 / pytorch-nested-unet

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PyTorch implementation of UNet++ (Nested U-Net).

pytorch image-segmentation unet

Updated Apr 10, 2020
Python

yihui-he / u-net

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U-Net: Convolutional Networks for Biomedical Image Segmentation

deep-neural-networks keras medical-imaging convolutional-networks image-segmentation

Updated Sep 27, 2018
Python

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