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Add detector configuration

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  1. detector_config.json +31 -0
detector_config.json ADDED
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+ {
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+ "architecture": "FrequencyAwareDetector",
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+ "backbone_name": "microsoft/swinv2-tiny-patch4-window8-256",
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+ "num_labels": 2,
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+ "dct_patch_size": 32,
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+ "num_freq_bands": 8,
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+ "fft_bins": 32,
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+ "image_size": 256,
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+ "id2label": {
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+ "0": "real",
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+ "1": "ai_generated"
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+ },
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+ "label2id": {
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+ "real": 0,
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+ "ai_generated": 1
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+ },
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+ "srm_filters": 30,
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+ "srm_description": "Spatial Rich Model high-pass filter bank (Fridrich & Kodovsky, 2012)",
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+ "dct_description": "2D Discrete Cosine Transform patch-wise frequency band analysis",
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+ "fft_description": "Azimuthally averaged FFT power spectrum with 1/f deviation analysis",
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+ "backbone_description": "SwinV2-Tiny pretrained on ImageNet for semantic feature extraction",
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+ "training_dataset": "OwensLab/CommunityForensics-Small",
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+ "training_dataset_size": 556000,
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+ "num_generators": 4803,
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+ "total_params": 28604140,
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+ "social_media_augmentation": {
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+ "jpeg_compression": {"probability": 0.10, "quality_range": [30, 95]},
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+ "gaussian_blur": {"probability": 0.10, "sigma_range": [0.1, 2.0]},
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+ "downscale_upscale": {"probability": 0.05, "scale_range": [0.5, 0.9]}
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+ }
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+ }