Paper Links: Our most recent TPAMI version with improvements and extensions (Earlier ICCV version).
The main features of speedinghzl/ccnet are: Attention Mechanisms, Segmentation Architectures.
Open-source alternatives to speedinghzl/ccnet include: junfu1115/danet — Jun Fu, Jing Liu, Haijie Tian, Yong Li, Yongjun Bao, Zhiwei Fang,and Hanqing Lu. hrnet/hrnet-semantic-segmentation — This is the implementation for PyTroch 0.4.1. - The HRNet + OCR version ia available here. - The PyTroch 1.1 version… 13952522076/spanet — The table prvoides the models and results of various models on CIFAR100. Learning rate =0.1 and will be divided by 10… aayushbansal/pixelnet. aharley/segaware. 4uiiurz1/pytorch-nested-unet — PyTorch implementation of UNet++ (Nested U-Net).
Jun Fu, Jing Liu, Haijie Tian, Yong Li, Yongjun Bao, Zhiwei Fang,and Hanqing Lu
This is the implementation for PyTroch 0.4.1. - The HRNet OCR version ia available here. - The PyTroch 1.1 version is available here.
The table prvoides the models and results of various models on CIFAR100. Learning rate =0.1 and will be divided by 10 every 70 epochs. Total 300 epochs. Using SGD optimizer, momentum=0.9, weight_decay=5e-4. Loss is CrossEntropyLoss. Batch-size=512.
PyTorch implementation of UNet++ (Nested U-Net).