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‎README.md‎

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@@ -125,12 +125,12 @@ Some other projects related to InternImage include the pretraining algorithm "M3
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| name | pretrain | resolution | #param | download |
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| :------------: | :----------: | :--------: | :----: | :---------------------------------------------------------------------------------------------------: |
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| InternImage-L | ImageNet-22K | 384x384 | 223M | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_l_22k_192to384.pth) |
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| InternImage-XL | ImageNet-22K | 384x384 | 335M | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_xl_22k_192to384.pth) |
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| InternImage-H | Joint 427M | 384x384 | 1.08B | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_h_jointto22k_384.pth) |
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| InternImage-G | Joint 427M | 384x384 | 3B | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_g_pretrainto22k_384.pth) |
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| name | pretrain | resolution | #param | download |
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| :------------: | :------------------: | :--------: | :----: | :---------------------------------------------------------------------------------------------------: |
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| InternImage-L | IN-22K | 384x384 | 223M | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_l_22k_192to384.pth) |
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| InternImage-XL | IN-22K | 384x384 | 335M | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_xl_22k_192to384.pth) |
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| InternImage-H | Joint 427M -> IN-22K | 384x384 | 1.08B | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_h_jointto22k_384.pth) |
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| InternImage-G | Joint 427M -> IN-22K | 384x384 | 3B | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_g_pretrainto22k_384.pth) |
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| name | pretrain | resolution | acc@1 | #param | FLOPs | download |
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| :------------: | :----------: | :--------: | :---: | :----: | :---: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------: |
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| InternImage-T | ImageNet-1K | 224x224 | 83.5 | 30M | 5G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_t_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_t_1k_224.yaml) |
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| InternImage-S | ImageNet-1K | 224x224 | 84.2 | 50M | 8G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_s_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_s_1k_224.yaml) |
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| InternImage-B | ImageNet-1K | 224x224 | 84.9 | 97M | 16G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_b_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_b_1k_224.yaml) |
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| InternImage-L | ImageNet-22K | 384x384 | 87.7 | 223M | 108G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_l_22kto1k_384.pth) \| [cfg](configs/without_lr_decay/internimage_l_22kto1k_384.yaml) |
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| InternImage-XL | ImageNet-22K | 384x384 | 88.0 | 335M | 163G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_xl_22kto1k_384.pth) \| [cfg](configs/without_lr_decay/internimage_xl_22kto1k_384.yaml) |
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| InternImage-H | Joint 427M | 640x640 | 89.6 | 1.08B | 1478G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_h_22kto1k_640.pth) \| [cfg](configs/without_lr_decay/internimage_h_22kto1k_640.yaml) |
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| InternImage-G | Joint 427M | 512x512 | 90.1 | 3B | 2700G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_g_22kto1k_512.pth) \| [cfg](configs/without_lr_decay/internimage_g_22kto1k_512.yaml) |
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| name | pretrain | resolution | acc@1 | #param | FLOPs | download |
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| :------------: | :------------------: | :--------: | :---: | :----: | :---: | :-----------------------------------------------------------------------------------------------------------------------------------------------------------------: |
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| InternImage-T | IN-1K | 224x224 | 83.5 | 30M | 5G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_t_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_t_1k_224.yaml) |
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| InternImage-S | IN-1K | 224x224 | 84.2 | 50M | 8G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_s_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_s_1k_224.yaml) |
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| InternImage-B | IN-1K | 224x224 | 84.9 | 97M | 16G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_b_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_b_1k_224.yaml) |
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| InternImage-L | IN-22K | 384x384 | 87.7 | 223M | 108G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_l_22kto1k_384.pth) \| [cfg](configs/without_lr_decay/internimage_l_22kto1k_384.yaml) |
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| InternImage-XL | IN-22K | 384x384 | 88.0 | 335M | 163G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_xl_22kto1k_384.pth) \| [cfg](configs/without_lr_decay/internimage_xl_22kto1k_384.yaml) |
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| InternImage-H | Joint 427M -> IN-22K | 640x640 | 89.6 | 1.08B | 1478G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_h_22kto1k_640.pth) \| [cfg](configs/without_lr_decay/internimage_h_22kto1k_640.yaml) |
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| InternImage-G | Joint 427M -> IN-22K | 512x512 | 90.1 | 3B | 2700G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_g_22kto1k_512.pth) \| [cfg](configs/without_lr_decay/internimage_g_22kto1k_512.yaml) |
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‎classification/README.md‎

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@@ -197,12 +197,12 @@ We provide the following ways to prepare data:
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| name | pretrain | resolution | #param | download |
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| :------------: | :----------: | :--------: | :----: | :---------------------------------------------------------------------------------------------------: |
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| InternImage-L | ImageNet-22K | 384x384 | 223M | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_l_22k_192to384.pth) |
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| InternImage-XL | ImageNet-22K | 384x384 | 335M | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_xl_22k_192to384.pth) |
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| InternImage-H | Joint 427M | 384x384 | 1.08B | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_h_jointto22k_384.pth) |
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| InternImage-G | Joint 427M | 384x384 | 3B | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_g_pretrainto22k_384.pth) |
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| name | pretrain | resolution | #param | download |
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| :------------: | :------------------: | :--------: | :----: | :---------------------------------------------------------------------------------------------------: |
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| InternImage-L | IN-22K | 384x384 | 223M | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_l_22k_192to384.pth) |
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| InternImage-XL | IN-22K | 384x384 | 335M | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_xl_22k_192to384.pth) |
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| InternImage-H | Joint 427M -> IN-22K | 384x384 | 1.08B | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_h_jointto22k_384.pth) |
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| InternImage-G | Joint 427M -> IN-22K | 384x384 | 3B | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_g_pretrainto22k_384.pth) |
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| name | pretrain | resolution | acc@1 | #param | FLOPs | download |
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| :------------: | :----------: | :--------: | :---: | :----: | :---: | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
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| InternImage-T | ImageNet-1K | 224x224 | 83.5 | 30M | 5G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_t_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_t_1k_224.yaml) \| [log](https://huggingface.co/OpenGVLab/InternImage/raw/main/internimage_t_1k_224.log) |
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| InternImage-S | ImageNet-1K | 224x224 | 84.2 | 50M | 8G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_s_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_s_1k_224.yaml) \| [log](https://huggingface.co/OpenGVLab/InternImage/raw/main/internimage_s_1k_224.log) |
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| InternImage-B | ImageNet-1K | 224x224 | 84.9 | 97M | 16G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_b_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_b_1k_224.yaml) \| [log](https://huggingface.co/OpenGVLab/InternImage/raw/main/internimage_b_1k_224.log) |
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| InternImage-L | ImageNet-22K | 384x384 | 87.7 | 223M | 108G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_l_22kto1k_384.pth) \| [cfg](configs/without_lr_decay/internimage_l_22kto1k_384.yaml) |
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| InternImage-XL | ImageNet-22K | 384x384 | 88.0 | 335M | 163G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_xl_22kto1k_384.pth) \| [cfg](configs/without_lr_decay/internimage_xl_22kto1k_384.yaml) |
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| InternImage-H | Joint 427M | 640x640 | 89.6 | 1.08B | 1478G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_h_22kto1k_640.pth) \| [cfg](configs/without_lr_decay/internimage_h_22kto1k_640.yaml) |
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| InternImage-G | Joint 427M | 512x512 | 90.1 | 3B | 2700G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_g_22kto1k_512.pth) \| [cfg](configs/without_lr_decay/internimage_g_22kto1k_512.yaml) |
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| name | pretrain | resolution | acc@1 | #param | FLOPs | download |
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| :------------: | :------------------: | :--------: | :---: | :----: | :---: | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
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| InternImage-T | IN-1K | 224x224 | 83.5 | 30M | 5G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_t_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_t_1k_224.yaml) \| [log](https://huggingface.co/OpenGVLab/InternImage/raw/main/internimage_t_1k_224.log) |
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| InternImage-S | IN-1K | 224x224 | 84.2 | 50M | 8G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_s_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_s_1k_224.yaml) \| [log](https://huggingface.co/OpenGVLab/InternImage/raw/main/internimage_s_1k_224.log) |
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| InternImage-B | IN-1K | 224x224 | 84.9 | 97M | 16G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_b_1k_224.pth) \| [cfg](configs/without_lr_decay/internimage_b_1k_224.yaml) \| [log](https://huggingface.co/OpenGVLab/InternImage/raw/main/internimage_b_1k_224.log) |
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| InternImage-L | IN-22K | 384x384 | 87.7 | 223M | 108G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_l_22kto1k_384.pth) \| [cfg](configs/without_lr_decay/internimage_l_22kto1k_384.yaml) |
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| InternImage-XL | IN-22K | 384x384 | 88.0 | 335M | 163G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_xl_22kto1k_384.pth) \| [cfg](configs/without_lr_decay/internimage_xl_22kto1k_384.yaml) |
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| InternImage-H | Joint 427M -> IN-22K | 640x640 | 89.6 | 1.08B | 1478G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_h_22kto1k_640.pth) \| [cfg](configs/without_lr_decay/internimage_h_22kto1k_640.yaml) |
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| InternImage-G | Joint 427M -> IN-22K | 512x512 | 90.1 | 3B | 2700G | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_g_22kto1k_512.pth) \| [cfg](configs/without_lr_decay/internimage_g_22kto1k_512.yaml) |
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| name | pretrain | resolution | acc@1 | #param | download |
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| :-----------: | :--------: | :--------: | :---: | :----: | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
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| InternImage-H | Joint 427M | 384x384 | 92.6 | 1.1B | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_h_22ktoinat18_384.pth) \| [cfg](configs/inaturalist2018/internimage_h_22ktoinat18_384.yaml) \| [log](https://huggingface.co/OpenGVLab/InternImage/raw/main/internimage_h_22ktoinat18_384.log) |
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| name | pretrain | resolution | acc@1 | #param | download |
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| :-----------: | :------------------: | :--------: | :---: | :----: | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
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| InternImage-H | Joint 427M -> IN-22K | 384x384 | 92.6 | 1.1B | [ckpt](https://huggingface.co/OpenGVLab/InternImage/resolve/main/internimage_h_22ktoinat18_384.pth) \| [cfg](configs/inaturalist2018/internimage_h_22ktoinat18_384.yaml) \| [log](https://huggingface.co/OpenGVLab/InternImage/raw/main/internimage_h_22ktoinat18_384.log) |
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