liminn / ICNet-pytorch
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.
☆121Updated 2 years ago
Alternatives and similar repositories for ICNet-pytorch:
Users that are interested in ICNet-pytorch are comparing it to the libraries listed below
- This repo provides fast semantic segmentation models on CityScapes/Camvid DataSet by Pytorch☆211Updated last year
- visualize training result for mmdetection 訓練文件可視化, PR curve绘制, F1-score计算☆215Updated 5 years ago
- Official PyTorch implementation of HANet (CVPR 2020)☆214Updated 2 years ago
- [ECCV-2020]: Improving Semantic Segmentation via Decoupled Body and Edge Supervision☆375Updated 2 years ago
- Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation (BMVC2019)☆143Updated 5 years ago
- [ECCV-2020-oral]-Semantic Flow for Fast and Accurate Scene Parsing☆378Updated last year
- Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val☆141Updated 4 years ago
- Implementation for "Context Prior for Scene Segmentation"☆250Updated 4 years ago
- ACFNet: Attentional Class Feature Network for Semantic Segmentation.(ICCV2019)☆80Updated 4 years ago
- ☆52Updated 3 months ago
- Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers☆196Updated 4 years ago
- Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).☆362Updated 4 years ago
- Object-Contextual Representations for Semantic Segmentation in PyTorch☆62Updated 5 years ago
- [ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer☆176Updated 4 years ago
- Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)☆333Updated last year
- [ECCV 2020] Boundary-preserving Mask R-CNN☆197Updated 4 years ago
- This is the unofficial code of Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes. which achi…☆168Updated 11 months ago
- Implementation of EfficientDet for PyTorch. EfficientDet implements BiFPN and a compound scaling method for object detection.☆73Updated 5 years ago
- deeplab v3+: Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation☆48Updated 6 years ago
- ☆98Updated 3 years ago
- some Python scripts can be used to convert the cityscapes dataset to the annotation style of coco dataset for instance segmentation task☆34Updated 5 years ago
- Temporally Distributed Networks for Fast Video Semantic Segmentation☆203Updated last year
- ☆254Updated last year
- mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic I…☆179Updated 4 years ago
- RefineNet-101 VOC in PyTorch☆193Updated 2 years ago
- Dual Super-Resolution Learning for Semantic Segmentation☆107Updated 3 years ago
- CGNet: A Light-weight Context Guided Network for Semantic Segmentation [IEEE Transactions on Image Processing 2020]☆265Updated 3 years ago
- AlignSeg: Feature-Aligned Segmentation Networks (TPAMI 2021)☆128Updated 3 years ago
- HyperSeg - Official PyTorch Implementation☆213Updated 2 years ago
- source code of AugFPN☆175Updated 4 years ago