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Title: GitHub - OpenGVLab/InternImage: [CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

Open Graph Title: GitHub - OpenGVLab/InternImage: [CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

X Title: GitHub - OpenGVLab/InternImage: [CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

Description: [CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions - OpenGVLab/InternImage

Open Graph Description: [CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions - OpenGVLab/InternImage

X Description: [CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions - OpenGVLab/InternImage

Opengraph URL: https://github.com/OpenGVLab/InternImage

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https://patch-diff.githubusercontent.com/OpenGVLab/InternImage#internimage-large-scale-vision-foundation-model
https://paperswithcode.com/sota/object-detection-on-coco?p=internimage-exploring-large-scale-vision
https://paperswithcode.com/sota/object-detection-on-coco-minival?p=internimage-exploring-large-scale-vision
https://paperswithcode.com/sota/object-detection-on-lvis-v1-0-minival?p=internimage-exploring-large-scale-vision
https://paperswithcode.com/sota/object-detection-on-lvis-v1-0-val?p=internimage-exploring-large-scale-vision
https://paperswithcode.com/sota/object-detection-on-pascal-voc-2012?p=internimage-exploring-large-scale-vision
https://paperswithcode.com/sota/object-detection-on-openimages-v6?p=internimage-exploring-large-scale-vision
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https://paperswithcode.com/sota/semantic-segmentation-on-pascal-context?p=internimage-exploring-large-scale-vision
https://paperswithcode.com/sota/image-classification-on-inaturalist-2018?p=internimage-exploring-large-scale-vision
https://paperswithcode.com/sota/image-classification-on-places365?p=internimage-exploring-large-scale-vision
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InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutionshttps://arxiv.org/abs/2211.05778
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cfghttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/blob/master/segmentation/configs/ade20k/upernet_internimage_b_512_160k_ade20k.py
ckpthttps://huggingface.co/OpenGVLab/InternImage/resolve/main/upernet_internimage_l_640_160k_ade20k.pth
cfghttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/blob/master/segmentation/configs/ade20k/upernet_internimage_l_640_160k_ade20k.py
ckpthttps://huggingface.co/OpenGVLab/InternImage/resolve/main/upernet_internimage_xl_640_160k_ade20k.pth
cfghttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/blob/master/segmentation/configs/ade20k/upernet_internimage_xl_640_160k_ade20k.py
ckpthttps://huggingface.co/OpenGVLab/InternImage/resolve/main/upernet_internimage_h_896_160k_ade20k.pth
cfghttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/blob/master/segmentation/configs/ade20k/upernet_internimage_h_896_160k_ade20k.py
ckpthttps://huggingface.co/OpenGVLab/InternImage/resolve/main/mask2former_internimage_h_896_80k_cocostuff2ade20k.pth
cfghttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/blob/master/segmentation/configs/ade20k/mask2former_internimage_h_896_80k_cocostuff2ade20k_ss.py
Export classification model from pytorch to tensorrthttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/blob/master/classification/README.md#export
Export detection model from pytorch to tensorrthttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/blob/master/detection/README.md#export
Export segmentation model from pytorch to tensorrthttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/blob/master/segmentation/README.md#export
this documenthttps://github.com/open-mmlab/mmdeploy/blob/master/docs/en/01-how-to-build/linux-x86_64.md
https://patch-diff.githubusercontent.com/OpenGVLab/InternImage#related-projects
https://patch-diff.githubusercontent.com/OpenGVLab/InternImage#foundation-models
Uni-Perceiverhttps://github.com/fundamentalvision/Uni-Perceiver
Uni-Perceiver v2https://arxiv.org/abs/2211.09808
M3I-Pretraininghttps://github.com/OpenGVLab/M3I-Pretraining
InternVLhttps://github.com/OpenGVLab/InternVL
https://patch-diff.githubusercontent.com/OpenGVLab/InternImage#autonomous-driving
BEVFormerhttps://github.com/fundamentalvision/BEVFormer
BEVFormer v2https://arxiv.org/abs/2211.10439
https://patch-diff.githubusercontent.com/OpenGVLab/InternImage#application-in-challenges
2022 Waymo 3D Camera-Only Detection Challengehttps://waymo.com/open/challenges/2022/3d-camera-only-detection/
nuScenes 3D detectionhttps://www.nuscenes.org/object-detection?externalData=all&mapData=all&modalities=Camera
CVPR 2023 Workshop End-to-End Autonomous Drivinghttps://opendrivelab.com/e2ead/cvpr23
3D Occupancy Prediction Challengehttps://opendrivelab.com/AD23Challenge.html#Track3
OpenLane Topology Challengehttps://opendrivelab.com/AD23Challenge.html#Track1
https://patch-diff.githubusercontent.com/OpenGVLab/InternImage#citation
arxiv.org/abs/2211.05778https://arxiv.org/abs/2211.05778
backbone https://patch-diff.githubusercontent.com/topics/backbone
object-detection https://patch-diff.githubusercontent.com/topics/object-detection
semantic-segmentation https://patch-diff.githubusercontent.com/topics/semantic-segmentation
deformable-convolution https://patch-diff.githubusercontent.com/topics/deformable-convolution
foundation-model https://patch-diff.githubusercontent.com/topics/foundation-model
Readme https://patch-diff.githubusercontent.com/OpenGVLab/InternImage#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/OpenGVLab/InternImage#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage
Activityhttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/activity
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2.8k starshttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/stargazers
33 watchinghttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/watchers
258 forkshttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FOpenGVLab%2FInternImage&report=OpenGVLab+%28user%29
Releases 5https://patch-diff.githubusercontent.com/OpenGVLab/InternImage/releases
The weight of the vectormapnet_internimage model. Latest May 12, 2023 https://patch-diff.githubusercontent.com/OpenGVLab/InternImage/releases/tag/track_model
+ 4 releaseshttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/OpenGVLab/packages?repo_name=InternImage
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Contributors 14https://patch-diff.githubusercontent.com/OpenGVLab/InternImage/graphs/contributors
Please reload this pagehttps://patch-diff.githubusercontent.com/OpenGVLab/InternImage
Python 67.9% https://patch-diff.githubusercontent.com/OpenGVLab/InternImage/search?l=python
Jupyter Notebook 25.5% https://patch-diff.githubusercontent.com/OpenGVLab/InternImage/search?l=jupyter-notebook
Cuda 5.4% https://patch-diff.githubusercontent.com/OpenGVLab/InternImage/search?l=cuda
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