Scheduled Commit
Browse files- logs/forensic_20251117094749187424.png +3 -0
- logs/forensic_20251117094749314393.png +3 -0
- logs/forensic_20251117094749514070.png +3 -0
- logs/forensic_20251117094749653069.png +3 -0
- logs/forensic_20251117094749749220.png +3 -0
- logs/forensic_20251117094749847473.png +3 -0
- logs/forensic_20251117094750097227.png +3 -0
- logs/forensic_20251117094750139959.png +3 -0
- logs/log_20251117094750171348.json +173 -0
- logs/original_20251117094749059890.png +3 -0
logs/forensic_20251117094749187424.png
ADDED
|
Git LFS Details
|
logs/forensic_20251117094749314393.png
ADDED
|
Git LFS Details
|
logs/forensic_20251117094749514070.png
ADDED
|
Git LFS Details
|
logs/forensic_20251117094749653069.png
ADDED
|
Git LFS Details
|
logs/forensic_20251117094749749220.png
ADDED
|
Git LFS Details
|
logs/forensic_20251117094749847473.png
ADDED
|
Git LFS Details
|
logs/forensic_20251117094750097227.png
ADDED
|
Git LFS Details
|
logs/forensic_20251117094750139959.png
ADDED
|
Git LFS Details
|
logs/log_20251117094750171348.json
ADDED
|
@@ -0,0 +1,173 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"timestamp": "2025-11-17T09:47:50.171277",
|
| 3 |
+
"image": "original_20251117094749059890.png",
|
| 4 |
+
"inference_request": {
|
| 5 |
+
"confidence_threshold": 0.8,
|
| 6 |
+
"rotate_degrees": 0,
|
| 7 |
+
"noise_level": 0,
|
| 8 |
+
"sharpen_strength": 0,
|
| 9 |
+
"detected_context_tags": [
|
| 10 |
+
"potentially_ai_generated"
|
| 11 |
+
]
|
| 12 |
+
},
|
| 13 |
+
"model_predictions": [
|
| 14 |
+
{
|
| 15 |
+
"Model": "1-SwinV2-Mixed_ONNX",
|
| 16 |
+
"Contributor": "haywoodsloan",
|
| 17 |
+
"HF Model Path": "LPX55/detection-model-1-ONNX",
|
| 18 |
+
"AI Score": 0.9952463507652283,
|
| 19 |
+
"Real Score": 0.004753626883029938,
|
| 20 |
+
"Label": "AI"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"Model": "2-ViT-Mixed_ONNX",
|
| 24 |
+
"Contributor": "Heem2",
|
| 25 |
+
"HF Model Path": "LPX55/detection-model-2-ONNX",
|
| 26 |
+
"AI Score": 0.14454391598701477,
|
| 27 |
+
"Real Score": 0.8554561138153076,
|
| 28 |
+
"Label": "REAL"
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"Model": "3-VIT-SDXL_ONNX",
|
| 32 |
+
"Contributor": "Organika",
|
| 33 |
+
"HF Model Path": "LPX55/detection-model-3-ONNX",
|
| 34 |
+
"AI Score": 0.9998846054077148,
|
| 35 |
+
"Real Score": 0.00011543797154445201,
|
| 36 |
+
"Label": "AI"
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"Model": "5-VIT_ONNX",
|
| 40 |
+
"Contributor": "prithivMLmods",
|
| 41 |
+
"HF Model Path": "LPX55/detection-model-5-ONNX",
|
| 42 |
+
"AI Score": 0.3815508484840393,
|
| 43 |
+
"Real Score": 0.6184490919113159,
|
| 44 |
+
"Label": "UNCERTAIN"
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"Model": "6-SWINv1-SDXL, Midjourney_ONNX",
|
| 48 |
+
"Contributor": "ideepankarsharma2003",
|
| 49 |
+
"HF Model Path": "LPX55/detection-model-6-ONNX",
|
| 50 |
+
"AI Score": 3.2065477171272505e-06,
|
| 51 |
+
"Real Score": 0.9999967813491821,
|
| 52 |
+
"Label": "REAL"
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"Model": "7-VIT_ONNX",
|
| 56 |
+
"Contributor": "date3k2",
|
| 57 |
+
"HF Model Path": "LPX55/detection-model-7-ONNX",
|
| 58 |
+
"AI Score": 0.9866429567337036,
|
| 59 |
+
"Real Score": 0.01335709635168314,
|
| 60 |
+
"Label": "AI"
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"Model": "8-ViT-Massive",
|
| 64 |
+
"Contributor": "aiwithoutborders-xyz",
|
| 65 |
+
"HF Model Path": "aiwithoutborders-xyz/CommunityForensics-DeepfakeDet-ViT",
|
| 66 |
+
"AI Score": 0.20791387557983398,
|
| 67 |
+
"Real Score": 0.792086124420166,
|
| 68 |
+
"Label": "UNCERTAIN"
|
| 69 |
+
}
|
| 70 |
+
],
|
| 71 |
+
"ensemble_output": {
|
| 72 |
+
"final_prediction_label": "UNCERTAIN",
|
| 73 |
+
"weighted_predictions": {
|
| 74 |
+
"AI": 0.32727272727272727,
|
| 75 |
+
"REAL": 0.21818181818181817,
|
| 76 |
+
"UNCERTAIN": 0.4545454545454546
|
| 77 |
+
},
|
| 78 |
+
"adjusted_weights": {
|
| 79 |
+
"model_8": 0.3636363636363637,
|
| 80 |
+
"model_1": 0.10909090909090909,
|
| 81 |
+
"model_2": 0.10909090909090909,
|
| 82 |
+
"model_3": 0.10909090909090909,
|
| 83 |
+
"model_5": 0.09090909090909091,
|
| 84 |
+
"model_6": 0.10909090909090909,
|
| 85 |
+
"model_7": 0.10909090909090909
|
| 86 |
+
}
|
| 87 |
+
},
|
| 88 |
+
"forensic_outputs": [
|
| 89 |
+
"forensic_20251117094749187424.png",
|
| 90 |
+
"forensic_20251117094749314393.png",
|
| 91 |
+
"forensic_20251117094749514070.png",
|
| 92 |
+
"forensic_20251117094749653069.png",
|
| 93 |
+
"forensic_20251117094749749220.png",
|
| 94 |
+
"forensic_20251117094749847473.png",
|
| 95 |
+
"forensic_20251117094750097227.png",
|
| 96 |
+
"forensic_20251117094750139959.png"
|
| 97 |
+
],
|
| 98 |
+
"agent_monitoring_data": {
|
| 99 |
+
"ensemble_monitor": {
|
| 100 |
+
"alerts": [
|
| 101 |
+
"ALERT: Model 'model_8' inference time exceeded 5.0s: 5.7674s"
|
| 102 |
+
],
|
| 103 |
+
"performance_metrics": {
|
| 104 |
+
"model_1": {
|
| 105 |
+
"total_predictions": 1,
|
| 106 |
+
"correct_predictions": 0,
|
| 107 |
+
"total_confidence": 0.9952463507652283,
|
| 108 |
+
"total_inference_time": 2.1971991062164307
|
| 109 |
+
},
|
| 110 |
+
"model_2": {
|
| 111 |
+
"total_predictions": 1,
|
| 112 |
+
"correct_predictions": 0,
|
| 113 |
+
"total_confidence": 0.8554561138153076,
|
| 114 |
+
"total_inference_time": 0.925330638885498
|
| 115 |
+
},
|
| 116 |
+
"model_3": {
|
| 117 |
+
"total_predictions": 1,
|
| 118 |
+
"correct_predictions": 0,
|
| 119 |
+
"total_confidence": 0.9998846054077148,
|
| 120 |
+
"total_inference_time": 2.0320653915405273
|
| 121 |
+
},
|
| 122 |
+
"model_5": {
|
| 123 |
+
"total_predictions": 1,
|
| 124 |
+
"correct_predictions": 0,
|
| 125 |
+
"total_confidence": 0.6184490919113159,
|
| 126 |
+
"total_inference_time": 0.8814573287963867
|
| 127 |
+
},
|
| 128 |
+
"model_6": {
|
| 129 |
+
"total_predictions": 1,
|
| 130 |
+
"correct_predictions": 0,
|
| 131 |
+
"total_confidence": 0.9999967813491821,
|
| 132 |
+
"total_inference_time": 1.9597859382629395
|
| 133 |
+
},
|
| 134 |
+
"model_7": {
|
| 135 |
+
"total_predictions": 1,
|
| 136 |
+
"correct_predictions": 0,
|
| 137 |
+
"total_confidence": 0.9866429567337036,
|
| 138 |
+
"total_inference_time": 0.7675356864929199
|
| 139 |
+
},
|
| 140 |
+
"model_8": {
|
| 141 |
+
"total_predictions": 1,
|
| 142 |
+
"correct_predictions": 0,
|
| 143 |
+
"total_confidence": 0.792086124420166,
|
| 144 |
+
"total_inference_time": 5.767408847808838
|
| 145 |
+
}
|
| 146 |
+
}
|
| 147 |
+
},
|
| 148 |
+
"weight_optimization": {
|
| 149 |
+
"prediction_history_length": 1
|
| 150 |
+
},
|
| 151 |
+
"system_health": {
|
| 152 |
+
"memory_usage": {
|
| 153 |
+
"total": 132918374400,
|
| 154 |
+
"available": 13590489088,
|
| 155 |
+
"percent": 89.8
|
| 156 |
+
},
|
| 157 |
+
"gpu_utilization": []
|
| 158 |
+
},
|
| 159 |
+
"context_intelligence": {
|
| 160 |
+
"detected_context_tags": [
|
| 161 |
+
"potentially_ai_generated"
|
| 162 |
+
]
|
| 163 |
+
},
|
| 164 |
+
"forensic_anomaly_detection": {
|
| 165 |
+
"anomalies": [
|
| 166 |
+
"Gradient analysis shows unusual edge patterns.",
|
| 167 |
+
"MinMax processing reveals subtle pixel deviations."
|
| 168 |
+
],
|
| 169 |
+
"summary": "Potential anomalies detected: Gradient analysis shows unusual edge patterns.; MinMax processing reveals subtle pixel deviations."
|
| 170 |
+
}
|
| 171 |
+
},
|
| 172 |
+
"human_feedback": {}
|
| 173 |
+
}
|
logs/original_20251117094749059890.png
ADDED
|
Git LFS Details
|