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| Reload | https://github.com/ansleliu/LightNetPlusPlus |
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| https://github.com/ansleliu/LightNetPlusPlus |
| LightNetPlusPlus | https://github.com/ansleliu/LightNetPlusPlus |
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| ansleliu.github.io/LightNet.html | https://ansleliu.github.io/LightNet.html |
| apex | https://github.com/topics/apex |
| aspp | https://github.com/topics/aspp |
| attention-mechanism | https://github.com/topics/attention-mechanism |
| bifpn | https://github.com/topics/bifpn |
| cityscapes | https://github.com/topics/cityscapes |
| deepdrive | https://github.com/topics/deepdrive |
| deeplab-v3-plus | https://github.com/topics/deeplab-v3-plus |
| dense-aspp | https://github.com/topics/dense-aspp |
| efficientnet | https://github.com/topics/efficientnet |
| inplaceabn | https://github.com/topics/inplaceabn |
| light-weighted-network | https://github.com/topics/light-weighted-network |
| lightnet | https://github.com/topics/lightnet |
| mixnet | https://github.com/topics/mixnet |
| mobilenetv2 | https://github.com/topics/mobilenetv2 |
| mobilenetv2plus | https://github.com/topics/mobilenetv2plus |
| pytorch | https://github.com/topics/pytorch |
| semantic-segmentation | https://github.com/topics/semantic-segmentation |
| shufflenetv2 | https://github.com/topics/shufflenetv2 |
| shufflenetv2plus | https://github.com/topics/shufflenetv2plus |
| unsharp-masking | https://github.com/topics/unsharp-masking |
| Readme | https://github.com/ansleliu/LightNetPlusPlus#readme-ov-file |
| MIT license | https://github.com/ansleliu/LightNetPlusPlus#MIT-1-ov-file |
| Activity | https://github.com/ansleliu/LightNetPlusPlus/activity |
| 53 forks | https://github.com/ansleliu/LightNetPlusPlus/forks |
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| 24 Commits | https://github.com/ansleliu/LightNetPlusPlus/commits/master/ |
| https://github.com/ansleliu/LightNetPlusPlus/commits/master/ |
| checkpoint | https://github.com/ansleliu/LightNetPlusPlus/tree/master/checkpoint |
| checkpoint | https://github.com/ansleliu/LightNetPlusPlus/tree/master/checkpoint |
| datasets | https://github.com/ansleliu/LightNetPlusPlus/tree/master/datasets |
| datasets | https://github.com/ansleliu/LightNetPlusPlus/tree/master/datasets |
| deploy | https://github.com/ansleliu/LightNetPlusPlus/tree/master/deploy |
| deploy | https://github.com/ansleliu/LightNetPlusPlus/tree/master/deploy |
| models | https://github.com/ansleliu/LightNetPlusPlus/tree/master/models |
| models | https://github.com/ansleliu/LightNetPlusPlus/tree/master/models |
| modules | https://github.com/ansleliu/LightNetPlusPlus/tree/master/modules |
| modules | https://github.com/ansleliu/LightNetPlusPlus/tree/master/modules |
| netviz | https://github.com/ansleliu/LightNetPlusPlus/tree/master/netviz |
| netviz | https://github.com/ansleliu/LightNetPlusPlus/tree/master/netviz |
| utils | https://github.com/ansleliu/LightNetPlusPlus/tree/master/utils |
| utils | https://github.com/ansleliu/LightNetPlusPlus/tree/master/utils |
| .gitignore | https://github.com/ansleliu/LightNetPlusPlus/blob/master/.gitignore |
| .gitignore | https://github.com/ansleliu/LightNetPlusPlus/blob/master/.gitignore |
| LICENSE | https://github.com/ansleliu/LightNetPlusPlus/blob/master/LICENSE |
| LICENSE | https://github.com/ansleliu/LightNetPlusPlus/blob/master/LICENSE |
| README.md | https://github.com/ansleliu/LightNetPlusPlus/blob/master/README.md |
| README.md | https://github.com/ansleliu/LightNetPlusPlus/blob/master/README.md |
| requirements.txt | https://github.com/ansleliu/LightNetPlusPlus/blob/master/requirements.txt |
| requirements.txt | https://github.com/ansleliu/LightNetPlusPlus/blob/master/requirements.txt |
| README | https://github.com/ansleliu/LightNetPlusPlus |
| MIT license | https://github.com/ansleliu/LightNetPlusPlus |
| https://github.com/ansleliu/LightNetPlusPlus#lightnet |
| EfficientNet.PyTorch: Concise, Modular, Human-friendly PyTorch implementation of EfficientNet with Pre-trained Weights | https://github.com/ansleliu/EfficientNet.PyTorch |
| https://github.com/ansleliu/LightNetPlusPlus#new-repo--efficientnetpytorch-concise-modular-human-friendly-pytorch-implementation-of-efficientnet-with-pre-trained-weights |
| MixNet-Pytorch: Concise, Modular, Human-friendly PyTorch implementation of MixNet with Pre-trained Weights | https://github.com/ansleliu/MixNet-Pytorch |
| https://github.com/ansleliu/LightNetPlusPlus#new-repo--mixnet-pytorch-concise-modular-human-friendly-pytorch-implementation-of-mixnet-with-pre-trained-weights |
| LightNet | https://github.com/ansleliu/LightNet |
| [1,8] | https://github.com/ansleliu/LightNetPlusPlus#references |
| [2,3] | https://github.com/ansleliu/LightNetPlusPlus#references |
| [6] | https://github.com/ansleliu/LightNetPlusPlus#references |
| [3] | https://github.com/ansleliu/LightNetPlusPlus#references |
| [4] | https://github.com/ansleliu/LightNetPlusPlus#references |
| [1,8] | https://github.com/ansleliu/LightNetPlusPlus#references |
| [2,3] | https://github.com/ansleliu/LightNetPlusPlus#references |
| [6] | https://github.com/ansleliu/LightNetPlusPlus#references |
| [3] | https://github.com/ansleliu/LightNetPlusPlus#references |
| [4] | https://github.com/ansleliu/LightNetPlusPlus#references |
| MixSeg-MixBiFPN | https://github.com/ansleliu/LightNetPlusPlus/blob/master/models/mixnetseg.py |
| [1,8] | https://github.com/ansleliu/LightNetPlusPlus#references |
| [2,3] | https://github.com/ansleliu/LightNetPlusPlus#references |
| [3] | https://github.com/ansleliu/LightNetPlusPlus#references |
| SharpPeleeNet | https://github.com/ansleliu/SharpPeleeNet |
| https://github.com/ansleliu/LightNetPlusPlus#dependencies |
| Python3.6 | https://www.python.org/downloads/ |
| PyTorch(1.0.1+) | http://pytorch.org |
| inplace_abn | https://github.com/mapillary/inplace_abn |
| apex | https://github.com/NVIDIA/apex |
| tensorboard | https://www.tensorflow.org/programmers_guide/summaries_and_tensorboard |
| tensorboardX | https://github.com/lanpa/tensorboard-pytorch |
| tqdm | https://github.com/tqdm/tqdm |
| https://github.com/ansleliu/LightNetPlusPlus#datasets-for-autonomous-driving |
| Cityscapes | https://www.cityscapes-dataset.com/ |
| Mapillary Vistas Dataset | https://www.mapillary.com/dataset/vistas |
| Berkeley Deep Drive (BDD100K) | https://bdd-data.berkeley.edu/ |
| ApolloScape | http://apolloscape.auto/index.html# |
| https://github.com/ansleliu/LightNetPlusPlus#results |
| https://github.com/ansleliu/LightNetPlusPlus#results-on-cityscapes-pixel-levelsemantic-segmentation |
| 71.5314 (WIP) | https://github.com/ansleliu/LightNetPlusPlus/blob/master/checkpoint/MobileNetv2Plus.csv |
| cityscapes_mobilenetv2plus_x1.0.pkl (14.3 MB) | https://github.com/ansleliu/LightNetPlusPlus/blob/master/checkpoint/cityscapes_mobilenetv2plus_x1.0.pkl |
| 69.0885-72.5255 (WIP) | https://github.com/ansleliu/LightNetPlusPlus/blob/master/checkpoint/ShuffleNetV2PlusX1.0.csv |
| cityscapes_shufflenetv2plus_x1.0.pkl (8.59 MB) | https://github.com/ansleliu/LightNetPlusPlus/blob/master/checkpoint/cityscapes_shufflenetv2plus_x1.0.pkl |
| 72.2321 (WIP) | https://github.com/ansleliu/LightNetPlusPlus/blob/master/checkpoint/MixSegMixBiFPN_ArchS.csv |
| cityscapes_mixseg_archs_mixbifpn.pkl (16.4 MB) | https://github.com/ansleliu/LightNetPlusPlus/blob/master/checkpoint/cityscapes_mixseg_archs_mixbifpn.pkl |
| https://github.com/ansleliu/LightNetPlusPlus#feature-visualization |
| https://github.com/ansleliu/LightNetPlusPlus/blob/master/netviz/feat_viz/Figure_1.png |
| https://github.com/ansleliu/LightNetPlusPlus/blob/master/netviz/feat_viz/Figure_3.png |
| https://github.com/ansleliu/LightNetPlusPlus/blob/master/netviz/feat_viz/Figure_5.png |
| https://github.com/ansleliu/LightNetPlusPlus/blob/master/netviz/feat_viz/Figure_8.png |
| ansleliu.github.io/LightNet.html | https://ansleliu.github.io/LightNet.html |
| apex | https://github.com/topics/apex |
| aspp | https://github.com/topics/aspp |
| attention-mechanism | https://github.com/topics/attention-mechanism |
| bifpn | https://github.com/topics/bifpn |
| cityscapes | https://github.com/topics/cityscapes |
| deepdrive | https://github.com/topics/deepdrive |
| deeplab-v3-plus | https://github.com/topics/deeplab-v3-plus |
| dense-aspp | https://github.com/topics/dense-aspp |
| efficientnet | https://github.com/topics/efficientnet |
| inplaceabn | https://github.com/topics/inplaceabn |
| light-weighted-network | https://github.com/topics/light-weighted-network |
| lightnet | https://github.com/topics/lightnet |
| mixnet | https://github.com/topics/mixnet |
| mobilenetv2 | https://github.com/topics/mobilenetv2 |
| mobilenetv2plus | https://github.com/topics/mobilenetv2plus |
| pytorch | https://github.com/topics/pytorch |
| semantic-segmentation | https://github.com/topics/semantic-segmentation |
| shufflenetv2 | https://github.com/topics/shufflenetv2 |
| shufflenetv2plus | https://github.com/topics/shufflenetv2plus |
| unsharp-masking | https://github.com/topics/unsharp-masking |
| Readme | https://github.com/ansleliu/LightNetPlusPlus#readme-ov-file |
| MIT license | https://github.com/ansleliu/LightNetPlusPlus#MIT-1-ov-file |
| Activity | https://github.com/ansleliu/LightNetPlusPlus/activity |
| 53 forks | https://github.com/ansleliu/LightNetPlusPlus/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fansleliu%2FLightNetPlusPlus&report=ansleliu+%28user%29 |
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