Scheduled Commit

logs/log_20250701120224796352.json

@@ -0,0 +1,186 @@
+{
+  "timestamp": "2025-07-01T12:02:24.796310",
+  "image": "original_20250701120224455178.png",
+  "inference_request": {
+    "confidence_threshold": 0.3,
+    "rotate_degrees": 0,
+    "noise_level": 0,
+    "sharpen_strength": 0,
+    "detected_context_tags": [
+      "potentially_ai_generated"
+    ]
+  },
+  "model_predictions": [
+    {
+      "Model": "1-SwinV2-DeepFakeDetection_ONNX",
+      "Contributor": "haywoodsloan",
+      "HF Model Path": "LPX55/detection-model-1-ONNX",
+      "AI Score": 0.015080474317073822,
+      "Real Score": 0.984919548034668,
+      "Label": "REAL"
+    },
+    {
+      "Model": "2-ViT-DeepFakeDetection_ONNX",
+      "Contributor": "Heem2",
+      "HF Model Path": "LPX55/detection-model-2-ONNX",
+      "AI Score": 0.9860251545906067,
+      "Real Score": 0.013974843546748161,
+      "Label": "AI"
+    },
+    {
+      "Model": "3-VIT-SDXL_ONNX",
+      "Contributor": "Organika",
+      "HF Model Path": "LPX55/detection-model-3-ONNX",
+      "AI Score": 0.9964548349380493,
+      "Real Score": 0.0035452446900308132,
+      "Label": "AI"
+    },
+    {
+      "Model": "4-VIT-SDXL, FLUX",
+      "Contributor": "cmckinle",
+      "HF Model Path": "cmckinle/sdxl-flux-detector_v1.1",
+      "AI Score": 9.206939466821495e-06,
+      "Real Score": 0.9999908208847046,
+      "Label": "REAL"
+    },
+    {
+      "Model": "5-VIT_ONNX",
+      "Contributor": "prithivMLmods",
+      "HF Model Path": "LPX55/detection-model-5-ONNX",
+      "AI Score": 0.9127650856971741,
+      "Real Score": 0.08723492920398712,
+      "Label": "AI"
+    },
+    {
+      "Model": "6-SWINv1-SDXL, Midjourney_ONNX",
+      "Contributor": "ideepankarsharma2003",
+      "HF Model Path": "LPX55/detection-model-6-ONNX",
+      "AI Score": 0.02756100334227085,
+      "Real Score": 0.9724389910697937,
+      "Label": "REAL"
+    },
+    {
+      "Model": "7-VIT_ONNX",
+      "Contributor": "date3k2",
+      "HF Model Path": "LPX55/detection-model-7-ONNX",
+      "AI Score": 0.0010105709079653025,
+      "Real Score": 0.9989894032478333,
+      "Label": "REAL"
+    },
+    {
+      "Model": "8-ViT-DeepfakeDetection",
+      "Contributor": "aiwithoutborders-xyz",
+      "HF Model Path": "aiwithoutborders-xyz/CommunityForensics-DeepfakeDet-ViT",
+      "AI Score": 0.0064567625522613525,
+      "Real Score": 0.9935432374477386,
+      "Label": "REAL"
+    }
+  ],
+  "ensemble_output": {
+    "final_prediction_label": "REAL",
+    "weighted_predictions": {
+      "AI": 0.375,
+      "REAL": 0.625,
+      "UNCERTAIN": 0.0
+    },
+    "adjusted_weights": {
+      "model_1": 0.125,
+      "model_2": 0.125,
+      "model_3": 0.125,
+      "model_4": 0.125,
+      "model_5": 0.125,
+      "model_6": 0.125,
+      "model_7": 0.125,
+      "model_8": 0.125
+    }
+  },
+  "forensic_outputs": [
+    "forensic_20250701120224500498.png",
+    "forensic_20250701120224543311.png",
+    "forensic_20250701120224585222.png",
+    "forensic_20250701120224627743.png",
+    "forensic_20250701120224689522.png",
+    "forensic_20250701120224731005.png",
+    "forensic_20250701120224784886.png",
+    "forensic_20250701120224790615.png"
+  ],
+  "agent_monitoring_data": {
+    "ensemble_monitor": {
+      "alerts": [],
+      "performance_metrics": {
+        "model_1": {
+          "total_predictions": 1,
+          "correct_predictions": 0,
+          "total_confidence": 0.984919548034668,
+          "total_inference_time": 0.5817368030548096
+        },
+        "model_2": {
+          "total_predictions": 1,
+          "correct_predictions": 0,
+          "total_confidence": 0.9860251545906067,
+          "total_inference_time": 0.1102440357208252
+        },
+        "model_3": {
+          "total_predictions": 1,
+          "correct_predictions": 0,
+          "total_confidence": 0.9964548349380493,
+          "total_inference_time": 0.30826663970947266
+        },
+        "model_4": {
+          "total_predictions": 1,
+          "correct_predictions": 0,
+          "total_confidence": 0.9999908208847046,
+          "total_inference_time": 0.7825243473052979
+        },
+        "model_5": {
+          "total_predictions": 1,
+          "correct_predictions": 0,
+          "total_confidence": 0.9127650856971741,
+          "total_inference_time": 0.17747759819030762
+        },
+        "model_6": {
+          "total_predictions": 1,
+          "correct_predictions": 0,
+          "total_confidence": 0.9724389910697937,
+          "total_inference_time": 0.2870645523071289
+        },
+        "model_7": {
+          "total_predictions": 1,
+          "correct_predictions": 0,
+          "total_confidence": 0.9989894032478333,
+          "total_inference_time": 0.1915750503540039
+        },
+        "model_8": {
+          "total_predictions": 1,
+          "correct_predictions": 0,
+          "total_confidence": 0.9935432374477386,
+          "total_inference_time": 0.8146994113922119
+        }
+      }
+    },
+    "weight_optimization": {
+      "prediction_history_length": 1
+    },
+    "system_health": {
+      "memory_usage": {
+        "total": 132935766016,
+        "available": 31132880896,
+        "percent": 76.6
+      },
+      "gpu_utilization": []
+    },
+    "context_intelligence": {
+      "detected_context_tags": [
+        "potentially_ai_generated"
+      ]
+    },
+    "forensic_anomaly_detection": {
+      "anomalies": [
+        "Gradient analysis shows unusual edge patterns.",
+        "MinMax processing reveals subtle pixel deviations."
+      ],
+      "summary": "Potential anomalies detected: Gradient analysis shows unusual edge patterns.; MinMax processing reveals subtle pixel deviations."
+    }
+  },
+  "human_feedback": {}
+}