Bug: Bounding box detection is intermittent

[MateoLostanlen]

📌 Description

As shown in the video 📹 (link), the model occasionally misses detections on certain frames, resulting in temporary gaps where no bounding box is displayed. Ideally, the bounding box should persist continuously, even when a detection is missing.

The code responsible for handling this is located here: 🔗 (link). It attempts to interpolate missing bounding boxes using missing_bbox, but this approach is not working as expected.

🎯 Expected Behavior

• If a detection is missing for a given frame, the bounding box should be inferred based on the bounding boxes from neighboring frames.
• Ensure that the bounding box remains visible consistently.

🛠️ Suggested Fix

• Investigate why the current missing_bbox approach is failing.
• Modify the code to correctly interpolate missing bounding boxes using temporal data from adjacent frames.
• Validate that the fix ensures a continuous bounding box display across the video.