stuff

detect_scene.py

@@ -8,6 +8,7 @@ import re
 # SCENE_CUT_THRESHOLD = 0.09
 K = 3 # Number of cuts to detect
 MIN_DURATION_FRAMES = 2
+MIN_CONFIDENCE = 0.02
 
 data_dir = Path("data/animations")
 files = sorted(data_dir.glob("sample-*.webp"))
@@ -209,21 +210,32 @@ if __name__ == "__main__":
         # Sort indices by prediction score (descending)
         sorted_indices = valid_indices[np.argsort(valid_preds)[::-1]]
         scene_change_indices = []
+        scene_cut_confidences = []
         for idx in sorted_indices:
             if all(abs(idx - prev) >= MIN_DURATION_FRAMES for prev in scene_change_indices):
                 scene_change_indices.append(int(idx))
+                scene_cut_confidences.append(float(single_frame_pred[idx]))
             if len(scene_change_indices) >= (K - 1):
                 break
 
-        print(f"File: {file.name}, Frames: {len(original_frames)}, Scene Changes: {len(scene_change_indices)}")
+        # Check if any confidence is below MIN_CONFIDENCE
+        failed = any(conf < MIN_CONFIDENCE for conf in scene_cut_confidences)
+
+        print(f"File: {file.name}, Frames: {len(original_frames)}, Scene Changes: {len(scene_change_indices)}, Success: {not failed}")
         # Save results to JSON (include threshold and predictions)
         json_filename = file.parent / f"sample-{sample_num}.json"
         with open(json_filename, "w") as f:
             json.dump({
                 "num_frames": len(original_frames),
                 "scene_change_indices": scene_change_indices,
+                "scene_cut_confidences": scene_cut_confidences,
                 # "threshold": SCENE_CUT_THRESHOLD
-                "k": K,
+                "params": {
+                    "k": K,
+                    "min_duration_frames": MIN_DURATION_FRAMES,
+                    "min_confidence": MIN_CONFIDENCE,
+                },
+                "success": not failed
             }, f, indent=2)
         # Save timeline JPG
         timeline_filename = file.parent / f"sample-{sample_num}.timeline.jpg"