Delete clips/eval.py

clips/eval.py

@@ -1,59 +0,0 @@
-import argparse
-import json
-from pathlib import Path
-import sys
-
-def point_in_xywh(px, py, x, y, w, h):
-    return (x <= px < x + w) and (y <= py < y + h)
-
-def main():
-
-    parser = argparse.ArgumentParser()
-
-    parser.add_argument(
-        "--predictions", type=str, required=True, help="Path to json file with predictions for each clip"
-    )
-
-    args = parser.parse_args()
-
-    try:
-        with open("clips_gt.json", 'r', encoding='utf-8') as f:
-            clips_gt = json.load(f)
-
-        with open(args.predictions, 'r', encoding='utf-8') as f:
-            preds = json.load(f)
-    except FileNotFoundError as e:
-        print(f"File not found: {e.filename}")
-        sys.exit(1)
-
-    except json.JSONDecodeError as e:
-        print(f"Invalid JSON in file: {e}")
-        sys.exit(1)
-
-    except Exception as e:
-        print(f"Unexpected error: {e}")
-        sys.exit(1)
-
-    total = 0
-    hits = 0
-
-    for clip, annots in preds.items():
-        if clips_gt.get(clip, None) is None:
-            print(f'{clip} not present in GT')
-            continue
-
-        for frame, point in annots.items():  #point: (x,y)
-            if clips_gt[clip].get(frame, None) is None:
-                print(f'Frame {frame} in {clip} not present in GT')
-                continue
-            total+=1
-            GT_box = clips_gt[clip].get(frame)
-            if point_in_xywh(*point, *GT_box):
-                hits+=1
-
-    print(f"Total: {total}, hits: {hits}")
-    print(f'Pointwise-Acc: {hits/total:.3f}')
-
-if __name__ == "__main__":
-    main()
-