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finetuned_models/MCIO_protocol/README.md ADDED
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+ # Script for fine-tuning our FSFM-3C model for MCIO LOO evaluation of cross-domain face anti-spoofing:
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+
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+ ==============OCI2M==============
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+ ```
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+ CUDA_VISIBLE_DEVICES=0 python train_vit.py \
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+ --pt_model ../../pretrain/checkpoint/pretrained_models/VF2_ViT-B/checkpoint-400.pth \
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+ --op_dir ./checkpoint/finetuned_models/MCIO_protocol/OCI2M/ \
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+ --report_logger_path ./checkpoint/finetuned_models/MCIO_protocol/OCI2M/performance.csv \
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+ --config M \
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+ ```
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+
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+ ==============OMI2C==============
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+ ```
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+ CUDA_VISIBLE_DEVICES=0 python train_vit.py \
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+ --pt_model ../../pretrain/checkpoint/pretrained_models/VF2_ViT-B/checkpoint-400.pth \
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+ --op_dir ./checkpoint/finetuned_models/MCIO_protocol/OMI2C/ \
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+ --report_logger_path ./checkpoint/finetuned_models/MCIO_protocol/OMI2C/performance.csv \
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+ --config C \
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+ ```
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+
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+ ==============OCM2I==============
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+ ```
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+ CUDA_VISIBLE_DEVICES=3 python train_vit.py \
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+ --pt_model ../../pretrain/checkpoint/pretrained_models/VF2_ViT-B/checkpoint-400.pth \
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+ --op_dir ./checkpoint/finetuned_models/MCIO_protocol/OCM2I/ \
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+ --report_logger_path ./checkpoint/finetuned_models/MCIO_protocol/OCM2I/performance.csv \
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+ --config I \
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+ ```
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+
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+ ==============ICM2O==============
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+ ```
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+ CUDA_VISIBLE_DEVICES=3 python train_vit.py \
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+ --pt_model ../../pretrain/checkpoint/pretrained_models/VF2_ViT-B/checkpoint-400.pth \
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+ --op_dir ./checkpoint/finetuned_models/MCIO_protocol/ICM2O/ \
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+ --report_logger_path ./checkpoint/finetuned_models/MCIO_protocol/ICM2O/performance.csv \
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+ --config O \
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+ ```
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+