ekzhang / fastseg
πΈ PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
β348Updated 4 years ago
Alternatives and similar repositories for fastseg:
Users that are interested in fastseg are comparing it to the libraries listed below
- [ICLR 2020] "FasterSeg: Searching for Faster Real-time Semantic Segmentation" by Wuyang Chen, Xinyu Gong, Xianming Liu, Qian Zhang, Yuan β¦β526Updated 2 years ago
- SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)β335Updated 4 years ago
- [CVPR 2020] CenterMask : Real-time Anchor-Free Instance Segmentationβ781Updated 3 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
- Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).β361Updated 4 years ago
- Object detection achieving 44.3 mAP / 45 fps on COCO datasetβ169Updated 4 years ago
- Fully Convolutional HarDNet for Segmentation in Pytorchβ197Updated 3 years ago
- PyTorch code for training EfficientPS for Panoptic Segmentationβ541Updated 2 years ago
- Rotated Mask R-CNN: From Bounding Boxes to Rotated Bounding Boxesβ353Updated 3 years ago
- [CVPR 2020] VoVNet backbone networks for detectron2β380Updated 3 years ago
- Unofficial tensorflow implementation of real-time scene image segmentation model "BiSeNet V2: Bilateral Network with Guided Aggregation fβ¦β226Updated 2 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¦β599Updated last year
- This repository contains the source code of our work on designing efficient CNNs for computer visionβ412Updated 8 months ago
- A PyTorch Implementation of Fast-SCNN: Fast Semantic Segmentation Networkβ387Updated 2 years ago
- Fast and accurate object detection with end-to-end GPU optimizationβ892Updated 3 years ago
- Minimal PyTorch implementation of YOLACT.β239Updated 3 years ago
- (Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbHβ610Updated last year
- YOLOv4 Pytorch implementation with all freebies and specials and 15+ more exclusive improvements. Easy to use!β130Updated 3 years ago
- This library augments road images to introduce various real world scenarios that pose challenges for training neural networks of Autonomoβ¦β632Updated 3 years ago
- real-time network architecture for mobile devices and semantic segmentationβ401Updated 2 years ago
- A semantic segmentation toolbox based on PyTorchβ408Updated 3 years ago
- Fast anchor free Object Detection based on CenterNet (Objects As Points) and TTFNet (Training-Time-Friendly Network). Implemented in Tensβ¦β160Updated 3 years ago
- Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlightβ363Updated 2 years ago
- An easy to understand and better performance version of CenterNetβ548Updated 3 years ago
- SOLOv2: Dynamic, Faster and Stronger, achives 39.5mAP on coco test-dev (36 epochs result)β243Updated 4 years ago
- Pytorch implementation for LiteSegβ92Updated 4 years ago
- [ICML2021] What Makes for End-to-End Object Detectionβ651Updated last year
- Two-stage CenterNetβ1,216Updated 2 years ago
- β114Updated 4 years ago
- DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolutionβ1,142Updated 3 years ago