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linknet

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qubvel / segmentation_models

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a small typo issue in binary segmentation (camvid) ipynb example

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captainst commented Oct 15, 2019

In file binary segmentation (camvid).ipynb, block 5, there is:

# Lets look at data we have
dataset = Dataset(x_train_dir, y_train_dir, classes=['car', 'pedestrian'])
image, mask = dataset[5] # get some sample
visualize(
    image=image, 
    cars_mask=mask[..., 0].squeeze(),
    sky_mask=mask[..., 1].squeeze(),
    background_mask=mask[..., 2].squeeze(),
)

here, sky_mask

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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 pspnet fpn unet-pytorch linknet segmentation-models

Updated Jun 19, 2020
Python

NikolasEnt / Lyft-Perception-Challenge

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The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

computer-vision deep-learning pytorch self-driving-car semantic-segmentation sdcnd linknet

Updated Aug 23, 2018
Jupyter Notebook

kozistr / Awesome-Segmentations

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Lots of semantic image segmentation implementations in Tensorflow/Keras

tensorflow enet fcn image-segmentation unet segnet mask-rcnn refinenet pspnet fc-densenet linknet decouplednet gan-ss g-frnet mscoo-dataset

Updated May 4, 2019
Python

hailotech / seg-mentor

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TFslim based semantic segmentation models, modular&extensible boutique design

computer-vision tensorflow decoder slim feature-extraction segmentation fcn semantic-segmentation feature-extractor mobilenet tf-slim resnet-18 inception-v1 linknet segmentor hailotech hailo seg-mentor fcn-paper

Updated Jan 19, 2019
Python

nearthlab / image-segmentation

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Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

tensorflow keras object-detection unet semantic-segmentation pre-trained instance-segmentation mask-rcnn pspnet pretrained fpn linknet image-segmantation

Updated Nov 5, 2019
Python

rekon / Smoke-semantic-segmentation

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Smoke detection via semantic segmentation using Baseline U-Net model & LinkNet and image augmentation

unet unet-image-segmentation linknet unet-keras

Updated Jan 15, 2020
Jupyter Notebook

nasir6 / face-segmentation

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skin-segmentation semantic-segmentation linknet face-segmentation face-skin-segmentation

Updated Jun 13, 2019
Jupyter Notebook

robail / Pytorch-Convolution-neural-network-for-semantic-segmentation

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Pytorch Convolution neural network for semantic segmentation

python machine-learning deep-neural-networks deep-learning image-processing pytorch artificial-intelligence vgg fcn convolutional-neural-networks unet segnet semantic-segmentation deeplab pspnet linknet

Updated Mar 8, 2019
Python

HandsomeBrotherShuaiLi / Detlibs

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one-stage and two-stage detectors and segmentation-based detectors

detection faster-rcnn segmentation resnet unet maskrcnn pspnet retinanet fpn linknet anchor-free efficientnet efficientdet yolo-series

Updated May 2, 2020
Jupyter Notebook

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