53 Open Source Cityscapes Software Projects
Free and open source cityscapes code projects including engines, APIs, generators, and tools.
Hrnet Semantic Segmentation 1529 ⭐
This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919
Ansleliu Lightnet 686 ⭐
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
Segmentation.x 439 ⭐
Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation
Efficient Segmentation Networks 477 ⭐
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.)
Icnet Tensorflow 389 ⭐
TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".
Segmentron 394 ⭐
Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
Fasterseg 356 ⭐
[ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan Li, Zhangyang Wang
Adaptis 302 ⭐
[ICCV19] AdaptIS: Adaptive Instance Selection Network, https://arxiv.org/abs/1909.07829
Edgenets 274 ⭐
This repository contains the source code of our work on designing efficient CNNs for computer vision
Panoptic Deeplab 281 ⭐
This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)
Lightnetplusplus 210 ⭐
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
Cgnet 180 ⭐
CGNet: A Light-weight Context Guided Network for Semantic Segmentation [arXiv preprint arXiv:1811.08201]
Fastseg 174 ⭐
📸 A PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
Decouplesegnets 160 ⭐
Implementation of Our ECCV2020-work: Improving Semantic Segmentation via Decoupled Body and Edge Supervision
Robust Detection Benchmark 116 ⭐
Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
Nas Segm Pytorch 118 ⭐
Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19
Seg Uncertainty 131 ⭐
IJCAI2020 & IJCV 2020 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
Deeplab V3 Plus Cityscapes 106 ⭐
mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).
Bisenetv2 Tensorflow 108 ⭐
Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation"
Semantic Segmentation Tensorflow 77 ⭐
Semantic segmentation task for ADE20k & cityscapse dataset, based on several models.
Ccnet Pure Pytorch 89 ⭐
Criss-Cross Attention for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.
Photographicimagesynthesiswithcascadedrefinementnetworks Pytorch 59 ⭐
Photographic Image Synthesis with Cascaded Refinement Networks - Pytorch Implementation
Switchnorm_segmentation 47 ⭐
Switchable Normalization for semantic image segmentation and scene parsing.
Icnet Pytorch 43 ⭐
ICNet implemented by pytorch, for real-time semantic segmentation on high-resolution images, mIOU=71.0 on cityscapes, single inference time is 19ms, FPS is 52.6.
Dilation Pytorch Semantic Segmentation 27 ⭐
A PyTorch implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions by Yu and Koltun.
Soumik12345 Pix2pix 23 ⭐
Image to Image Translation using Conditional GANs (Pix2Pix) implemented using Tensorflow 2.0
Pix2pix 26 ⭐
PyTorch implementation of Image-to-Image Translation with Conditional Adversarial Nets (pix2pix)
Pytorch Box2pix 17 ⭐
WIP implementation of "Box2Pix: Single-Shot Instance Segmentation by Assigning Pixels to Object Boxes"
Multiclass Semantic Segmentation 15 ⭐
Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch; Multi-GPU]
Learningimage To Imagetranslationusingpairedandunpairedtrainingsamples 10 ⭐
Learning image-to-image translation using paired and unpaired training samples
Denseshufflenet 10 ⭐
DenseShuffleNet for Semantic Segmentation using Caffe for Cityscapes and Mapillary Vistas Dataset
Segmentation.data 10 ⭐
Processing deep-learning datasets (i.e. coco, pascal voc, cityscapes, pascal context)