ekzhang / fastseg
πΈ PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
β340Updated 3 years ago
Related projects β
Alternatives and complementary repositories for fastseg
- [ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan β¦β525Updated last year
- This repository contains the source code of our work on designing efficient CNNs for computer visionβ411Updated 4 months ago
- SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)β334Updated 3 years ago
- [CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentationβ781Updated 2 years ago
- PyTorch code for training EfficientPS for Panoptic Segmentationβ535Updated 2 years ago
- Rotated Mask R-CNN: From Bounding Boxes to Rotated Bounding Boxesβ350Updated 3 years ago
- Fully Convolutional HarDNet for Segmentation in Pytorchβ195Updated 3 years ago
- This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Seβ¦β589Updated last year
- [CVPR 2020] VoVNet backbone networks for detectron2β376Updated 2 years ago
- Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).β356Updated 4 years ago
- Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation fβ¦β225Updated 2 years ago
- Object detection achieving 44.3 mAP / 45 fps on COCO datasetβ168Updated 4 years ago
- A fork of Detectron2 with ResNeSt backboneβ385Updated 11 months ago
- A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Networkβ381Updated 2 years ago
- An easy to understand and better performance version of CenterNetβ548Updated 3 years ago
- Fast anchor free Object Detection based on CenterNet (Objects As Points) and TTFNet (Training-Time-Friendly Network). Implemented in Tensβ¦β158Updated 3 years ago
- A Keras implementation of CenterNet with pre-trained model (unofficial)β337Updated 3 years ago
- real-time network architecture for mobile devices and semantic segmentationβ399Updated 2 years ago
- [CVPR 2020] CenterMask : Real-Time Anchor-Free Instance Segmentationβ771Updated 4 years ago
- Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut,β¦β289Updated 4 years ago
- Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2β111Updated 3 years ago
- This repo provides fast semantic segmentation models on CityScapes/Camvid DataSet by Pytorchβ209Updated last year
- The official implementation of "Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes"β414Updated last year
- YOLOv4 Pytorch implementation with all freebies and specials and 15+ more exclusive improvements. Easy to use!β129Updated 3 years ago
- Copy-paste augmentation for segmentation and detection tasksβ546Updated 3 years ago
- ENet - A Neural Net Architecture for real time Semantic Segmentationβ278Updated 3 years ago
- An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"β463Updated 10 months ago
- lightweight and efficient cnn for semantic segmentation, my blog address:β150Updated 4 years ago
- This library augments road images to introduce various real world scenarios that pose challenges for training neural networks of Autonomoβ¦β626Updated 2 years ago