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Reju983
/
ai-generated-image-detector
like
1
Image Classification
PyTorch
OwensLab/CommunityForensics-Small
ai-image-detection
deepfake-detection
frequency-analysis
computer-vision
swinv2
srm
dct
fft
arxiv:
2406.19435
arxiv:
2411.04125
License:
apache-2.0
Model card
Files
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ai-generated-image-detector
80.3 kB
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1 contributor
History:
7 commits
Reju983
Add Kaggle training notebook (T4x2, fp16, local dataset)
61f8287
verified
about 2 months ago
.gitattributes
Safe
1.52 kB
initial commit
about 2 months ago
README.md
8.54 kB
Add comprehensive README with architecture details and usage instructions
about 2 months ago
detector_config.json
1.13 kB
Add detector configuration
about 2 months ago
inference.py
5.55 kB
Add inference script for detecting AI-generated images
about 2 months ago
kaggle_train.ipynb
40.1 kB
Add Kaggle training notebook (T4x2, fp16, local dataset)
about 2 months ago
requirements.txt
194 Bytes
Add requirements.txt
about 2 months ago
train.py
23.3 kB
Add training script: SwinV2 + SRM + DCT + FFT AI image detector
about 2 months ago
