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ade20k

Here are 25 public repositories matching this topic...

microsoft / Swin-Transformer

Star

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

imagenet image-classification object-detection semantic-segmentation mscoco mask-rcnn ade20k swin-transformer

Updated Oct 13, 2021
Python

CSAILVision / semantic-segmentation-pytorch

Star

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

pytorch semantic-segmentation scene-recognition ade20k

Updated Sep 13, 2021
Python

NVlabs / SegFormer

Star

Official PyTorch implementation of SegFormer

transformer semantic-segmentation cityscapes ade20k

Updated Aug 13, 2021
Python

SwinTransformer / Swin-Transformer-Semantic-Segmentation

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This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

semantic-segmentation ade20k swin-transformer upernet

Updated Jun 25, 2021
Python

hellochick / ICNet-tensorflow

Star

Open

README instructions not working for training on my own dataset

46

ogail commented Mar 7, 2018

Hi,
I tried to follow README instructions for training on my own dataset but it didn't work. Here is what I did:

Update DATA_DIR to point to dataset dir
Update DATA_LIST_PATH to point to train dataset list file.
Update INPUT_SIZE to '1280, 720'
Update NUM_CLASSES to 1
Update LAMBDA1 and LAMBDA2 to 0.4 and 0.6 respectively.

Then ran cmd

python train.py

Read more

good first issue

hellochick / PSPNet-tensorflow

Star

TensorFlow-based implementation of "Pyramid Scene Parsing Network".

semantic-segmentation cityscapes pspnet ade20k pspnet-tensorflow

Updated Jun 3, 2019
Python

hellochick / Indoor-segmentation

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Indoor segmentation for robot navigating, which is based on deeplab model in TensorFlow.

tensorflow semantic-segmentation deeplab ade20k robot-navigation

Updated May 29, 2019
Python

hellochick / semantic-segmentation-tensorflow

Star

Semantic segmentation task for ADE20k & cityscapse dataset, based on several models.

tensorflow enet semantic-segmentation cityscapes pspnet ade20k icnet fcn-8s

Updated Apr 3, 2018
Python

mitmul / chainer-pspnet

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PSPNet in Chainer

python deep-learning chainer imagenet convolutional-neural-networks semantic-segmentation pascal-voc cityscapes pspnet ade20k

Updated Oct 9, 2018
Python

baudcode / tf-semantic-segmentation

Star

Semantic Segmentation using Tensorflow on popular Datasets like Ade20k, Camvid, Coco, PascalVoc

python3 semantic-segmentation pascal-voc keras-tensorflow camvid-dataset ade20k coco-dataset cityscape-dataset taco-dataset

Updated Aug 25, 2021
Python

switchablenorms / SwitchNorm_Segmentation

Star

Switchable Normalization for semantic image segmentation and scene parsing.

segmentation convolutional-neural-networks cityscapes ade20k scene-parsing

Updated Oct 22, 2018
Python

iduta / pyconvsegnet

Star

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

machine-learning computer-vision deep-learning pytorch neural-networks segmentation pattern-recognition semantic-segmentation scene-recognition ade20k scene-parsing pyconv

Updated Jul 5, 2020
Python

sithu31296 / semantic-segmentation

Star

SOTA Semantic Segmentation Models in PyTorch

deep-learning pytorch dataset transformer semantic-segmentation cityscapes ade20k pascal-context camvid vision-transformer coco-stuff

Updated Sep 24, 2021
Python

wonderit / indoor-segmentation-android

Star

indoor segmentation - indoor semantic segmentation Android using Deeplabv3 MobileNetV2 trained with ADE20K dataset

semantic-segmentation deeplab ade20k indoor-navigation mobilenetv2 deeplabv3

Updated Jul 22, 2020
C++

Nikronic / ObjectNet

Star

Open

Make sure using Pytorch=1.0.x

Nikronic commented May 6, 2019

Above this version will not work.

Read more

good first issue

vidit98 / graphconv

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Open

[bug] z.shape Q.shape is not same in graphlayer

5

wdp-007 commented Aug 2, 2020

in the code above:
z shape is (self.batch, self.d , self.htself.wdth , self.no_of_vert)
while Q shape is (self.batch, self.htself.wdth, self.d , self.no_of_vert)
When the code is executed to z = torch.mul(z,Q), an error will be reported

Read more

bug good first issue

Open

FileNotFoundError: [Errno 2] No such file or directory: 'baseline-resnet50dilated-ppm_deepsup/encoder_epoch_20.pth'

6

Junjun2016 / DMNet

Star

Dynamic Multi-scale Filters for Semantic Segmentation (DMNet ICCV'2019)

semantic-segmentation dcm dfn cityscapes ade20k dynamic-filter dynamic-filter-generation mmsegmentation dmnet dynamic-conv-module dynamic-multiscale-filters dynamic-filter-network

Updated Aug 28, 2021
Python

Junjun2016 / APCNet

Star

Adaptive Pyramid Context Network for Semantic Segmentation (APCNet CVPR'2019)

transformer acm semantic-segmentation cityscapes non-local ade20k self-attention mmsegmentation apcnet adaptive-context-module

Updated Aug 28, 2021
Python

Junjun2016 / LiteHRNet

Star

Lite-HRNet: A Lightweight High-Resolution Network

realtime segmentation semantic-segmentation cityscapes ade20k realtime-segmentation lite-hrnet mmsegmentation litehrnet

Updated Sep 8, 2021
Python

WallSegmentation

bjekic / WallSegmentation

Star

Implementation of a wall segmentation algorithm in PyTorch.

python pytorch semantic-segmentation encoder-decoder resnet-50 ade20k dilated-resnet pyramid-pooling-module

Updated Oct 11, 2021
Python

Kejie-Wang / resnet-deeplab

Star

resnet deeplab-resnet ade20k

Updated Feb 5, 2018
Python

saravanabalagi / pspnet_tf2

Sponsor Star

PSPNet in Tensorflow 2 with pretrained weights for ADE20k, CityScapes and VOC2012

tf2 pretrained-models cityscapes pspnet ade20k tensorflow-2 voc2012

Updated Apr 14, 2020
Python

wsteams / ComputerVision

Star

Computer Vision with Microsoft CNTK

computer-vision deep-learning cntk cnn lstm yolo image-classification image-captioning object-detection mpii-dataset semantic-segmentation pose-estimation ms-coco ade20k fashion-mnist staircaptions counting-pose

Updated Sep 25, 2021
Python

ruixuejianfei / SwitchNorm_Segmentation

Star

The code of Switchable Normalization for semantic image segmentation

pytorch semantic-segmentation normalization ade20k

Updated Sep 26, 2018
Python

jimmyyhwu / semantic-segmentation

Star

DilatedNet and SegNet in Torch7

computer-vision deep-learning torch7 segnet semantic-segmentation dilatednet ade20k

Updated Aug 25, 2017
Lua

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