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Title: GitHub - microsoft/FocalNet: [NeurIPS 2022] Official code for "Focal Modulation Networks"

Open Graph Title: GitHub - microsoft/FocalNet: [NeurIPS 2022] Official code for "Focal Modulation Networks"

X Title: GitHub - microsoft/FocalNet: [NeurIPS 2022] Official code for "Focal Modulation Networks"

Description: [NeurIPS 2022] Official code for "Focal Modulation Networks" - microsoft/FocalNet

Open Graph Description: [NeurIPS 2022] Official code for "Focal Modulation Networks" - microsoft/FocalNet

X Description: [NeurIPS 2022] Official code for "Focal Modulation Networks" - microsoft/FocalNet

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Focal Modulation Networkshttps://arxiv.org/abs/2203.11926
https://patch-diff.githubusercontent.com/microsoft/FocalNet#focal-modulation-networks
"Focal Modulation Networks"https://arxiv.org/abs/2203.11926
Jianwei Yanghttps://jwyang.github.io/
Chunyuan Lihttps://chunyuan.li/
Xiyang Daihttps://sites.google.com/site/xiyangdai/
Lu Yuanhttps://scholar.google.com/citations?user=k9TsUVsAAAAJ&hl=en
Jianfeng Gaohttps://www.microsoft.com/en-us/research/people/jfgao/?from=http%3A%2F%2Fresearch.microsoft.com%2Fen-us%2Fum%2Fpeople%2Fjfgao%2F
https://paperswithcode.com/sota/object-detection-on-coco-minival?p=a-strong-and-reproducible-object-detector
https://paperswithcode.com/sota/object-detection-on-coco?p=a-strong-and-reproducible-object-detector
https://paperswithcode.com/sota/panoptic-segmentation-on-coco-minival?p=focal-modulation-networks
https://paperswithcode.com/sota/semantic-segmentation-on-ade20k?p=focal-modulation-networks
https://patch-diff.githubusercontent.com/microsoft/FocalNet#news
codehttps://github.com/HakamShams/Focal_TSMP
paperhttps://egusphere.copernicus.org/preprints/2023/egusphere-2023-2422/
projecthttps://hakamshams.github.io/Focal-TSMP/
huggingfacehttps://huggingface.co/microsoft
FocalNet-Hugehttps://github.com/microsoft/FocalNet
Technical Reporthttps://arxiv.org/abs/2304.13027
Kerashttps://github.com/keras-team/keras-io
tutorialhttps://keras.io/examples/vision/focal_modulation_network/
networks beyond attentionhttps://github.com/FocalNet/Networks-Beyond-Attention
codehttps://github.com/givkashi/Focal-Unet
paperhttps://arxiv.org/abs/2212.09263
FocalNet-Large-DINO checkpointhttps://github.com/FocalNet/FocalNet-DINO#model-zoos
FocalNet-DINOhttps://github.com/FocalNet/FocalNet-DINO
large, xlarge and huge modelshttps://github.com/microsoft/FocalNet#imagenet-22k-pretrained
blog posthttps://www.microsoft.com/en-us/research/group/deep-learning-group/articles/focalnets-focusing-the-eyes-with-focal-modulation/
COCO minivalhttps://paperswithcode.com/sota/object-detection-on-coco-minival
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DINOhttps://github.com/IDEA-Research/DINO
new versionhttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/FocalNet_NeurIPS2022_extension.pdf
gradio demo in huggingface spacehttps://huggingface.co/spaces/jw2yang/focalnet-modulators
https://patch-diff.githubusercontent.com/microsoft/FocalNet#introduction
https://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/figures/SA_FM_Comparison.png
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COCOhttps://cocodataset.org/#home
https://patch-diff.githubusercontent.com/microsoft/FocalNet#object-detection-on-coco
Mask R-CNNhttps://openaccess.thecvf.com/content_ICCV_2017/papers/He_Mask_R-CNN_ICCV_2017_paper.pdf
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_tiny_srf_maskrcnn_1x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_tiny_patch4_mstrain_480-800_adamw_1x_coco_srf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_tiny_srf_maskrcnn_1x.json
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_tiny_srf_maskrcnn_3x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_small_patch4_mstrain_480-800_adamw_3x_coco_srf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_tiny_srf_maskrcnn_3x.json
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_tiny_lrf_maskrcnn_1x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_tiny_patch4_mstrain_480-800_adamw_1x_coco_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_tiny_lrf_maskrcnn_1x.json
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_tiny_lrf_maskrcnn_3x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_tiny_patch4_mstrain_480-800_adamw_3x_coco_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_tiny_lrf_maskrcnn_3x.json
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_small_srf_maskrcnn_1x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_small_patch4_mstrain_480-800_adamw_1x_coco_srf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_small_srf_maskrcnn_1x.json
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_small_srf_maskrcnn_3x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_small_patch4_mstrain_480-800_adamw_3x_coco_srf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_small_srf_maskrcnn_3x.json
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_small_lrf_maskrcnn_1x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_small_patch4_mstrain_480-800_adamw_1x_coco_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_small_lrf_maskrcnn_1x.json
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_small_lrf_maskrcnn_3x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_small_patch4_mstrain_480-800_adamw_3x_coco_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_small_lrf_maskrcnn_3x.json
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_base_srf_maskrcnn_1x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_base_patch4_mstrain_480-800_adamw_1x_coco_srf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_base_srf_maskrcnn_1x.json
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_base_srf_maskrcnn_3x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_base_patch4_mstrain_480-800_adamw_3x_coco_srf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_base_srf_maskrcnn_3x.json
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_base_lrf_maskrcnn_1x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_base_patch4_mstrain_480-800_adamw_1x_coco_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_base_lrf_maskrcnn_1x.json
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_base_lrf_maskrcnn_3x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/mask_rcnn_focalnet_base_patch4_mstrain_480-800_adamw_3x_coco_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_base_lrf_maskrcnn_3x.json
Cascade Mask R-CNNhttps://arxiv.org/abs/1712.00726
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_tiny_lrf_cascade_maskrcnn_3x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/cascade_mask_rcnn_focalnet_tiny_patch4_mstrain_480-800_adamw_3x_coco_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_tiny_cascade_maskrcnn_3x.json
ATSShttps://arxiv.org/pdf/1912.02424.pdf
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_tiny_lrf_atss_3x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/atss_focalnet_tiny_patch4_fpn_3x_coco_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_tiny_lrf_atss_3x.json
Sparse R-CNNhttps://arxiv.org/pdf/2011.12450.pdf
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/detection/focalnet_tiny_lrf_sparsercnn_3x.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/detection/configs/focalnet/sparse_rcnn_focalnet_tiny_fpn_300_proposals_crop_mstrain_480-800_3x_coco_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/detection/log_focalnet_tiny_lrf_sparsercnn_3x.json
ADE20Khttps://groups.csail.mit.edu/vision/datasets/ADE20K/
https://patch-diff.githubusercontent.com/microsoft/FocalNet#semantic-segmentation-on-ade20k
UPerNethttps://arxiv.org/pdf/1807.10221.pdf
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/focalnet_tiny_srf_upernet_160k.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/segmentation/configs/focalnet/upernet_focalnet_tiny_patch4_512x512_160k_ade20k_srf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/log_focalnet_tiny_srf_upernet_160k.json
UPerNethttps://arxiv.org/pdf/1807.10221.pdf
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/focalnet_tiny_lrf_upernet_160k.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/segmentation/configs/focalnet/upernet_focalnet_tiny_patch4_512x512_160k_ade20k_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/log_focalnet_tiny_lrf_upernet_160k.json
UPerNethttps://arxiv.org/pdf/1807.10221.pdf
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/focalnet_small_srf_upernet_160k.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/segmentation/configs/focalnet/upernet_focalnet_small_patch4_512x512_160k_ade20k_srf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/log_focalnet_small_srf_upernet_160k.json
UPerNethttps://arxiv.org/pdf/1807.10221.pdf
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/focalnet_small_lrf_upernet_160k.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/segmentation/configs/focalnet/upernet_focalnet_small_patch4_512x512_160k_ade20k_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/log_focalnet_small_lrf_upernet_160k.json
UPerNethttps://arxiv.org/pdf/1807.10221.pdf
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/focalnet_base_srf_upernet_160k.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/segmentation/configs/focalnet/upernet_focalnet_base_patch4_512x512_160k_ade20k_srf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/log_focalnet_base_srf_upernet_160k.json
UPerNethttps://arxiv.org/pdf/1807.10221.pdf
ckpthttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/focalnet_base_lrf_upernet_160k.pth
confighttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/segmentation/configs/focalnet/upernet_focalnet_base_patch4_512x512_160k_ade20k_lrf.py
loghttps://projects4jw.blob.core.windows.net/focalnet/release/segmentation/log_focalnet_base_lrf_upernet_160k.json
https://patch-diff.githubusercontent.com/microsoft/FocalNet#visualizations
https://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/figures/dw-kernels.png
https://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/figures/pic1.png
https://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/figures/pic2.png
https://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/figures/pic3.png
https://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/figures/pic4.png
https://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/figures/vis-modulator.png
visualization notebookhttps://patch-diff.githubusercontent.com/microsoft/FocalNet/blob/main/tools/visualize.ipynb
https://patch-diff.githubusercontent.com/microsoft/FocalNet#citation
https://patch-diff.githubusercontent.com/microsoft/FocalNet#acknowledgement
Swin Transformerhttps://github.com/microsoft/Swin-Transformer
Focal Transformerhttps://github.com/microsoft/Focal-Transformer
DINOhttps://github.com/IDEA-Research/DINO
https://patch-diff.githubusercontent.com/microsoft/FocalNet#contributing
https://cla.opensource.microsoft.comhttps://cla.opensource.microsoft.com
Microsoft Open Source Code of Conducthttps://opensource.microsoft.com/codeofconduct/
Code of Conduct FAQhttps://opensource.microsoft.com/codeofconduct/faq/
https://patch-diff.githubusercontent.com/microsoft/FocalNet#trademarks
Microsoft's Trademark & Brand Guidelineshttps://www.microsoft.com/en-us/legal/intellectualproperty/trademarks/usage/general
Readme https://patch-diff.githubusercontent.com/microsoft/FocalNet#readme-ov-file
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Custom propertieshttps://patch-diff.githubusercontent.com/microsoft/FocalNet/custom-properties
752 starshttps://patch-diff.githubusercontent.com/microsoft/FocalNet/stargazers
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Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmicrosoft%2FFocalNet&report=microsoft+%28user%29
Releases 2https://patch-diff.githubusercontent.com/microsoft/FocalNet/releases
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Python 97.7% https://patch-diff.githubusercontent.com/microsoft/FocalNet/search?l=python
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