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  3. People also ask
    Why is Yolo not able to detect objects?The reason for this limitation is due to the YOLO algorithm itself: The YOLO object detector divides an input image into an SxS grid where each cell in the grid predicts only a single object. If there exist multiple, small objects in a single cell then YOLO will be unable to detect them, ultimately leading to missed object detections.
    Why is Yolo a breakthrough in object detection?YOLO (you only look once) was a breakthrough in the object detection field as it was the first single-stage object detector approach that treated detection as a regression problem. The detection architecture only looked once at the image to predict the location of the objects and their class labels.
    What are the limitations and drawbacks of Yolo object detector?“White Crow” on the FreeMusicArchive by XTaKeRuX. Arguably the largest limitation and drawback of the YOLO object detector is that: The reason for this limitation is due to the YOLO algorithm itself: The YOLO object detector divides an input image into an SxS grid where each cell in the grid predicts only a single object.
    Can Yolo predict object classes that don't have labeled detection data?The result is a YOLO model, called YOLO9000, that can predict detections for object classes that don’t have labeled detection data. While interesting and novel, YOLOv2’s performance was a bit underwhelming given the title and abstract of the paper.
  4. Introduction to the YOLO Family - PyImageSearch

  5. YOLO v8 Model Guide - Real-Time Object Detection Model …

  6. YOLOv4 - Ultralytics YOLOv8 Docs

  7. model - Ultralytics YOLOv8 Docs

  8. GitHub - avanetten/yoltv4: Better, faster, peering over yonder ...

  9. Models Supported by Ultralytics - Ultralytics YOLOv8 Docs

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  11. Mixed YOLOv3-LITE: A Lightweight Real-Time Object Detection …

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  13. Using darknet_ros with Yolov3, how to test with mp4 file?

  14. kiyoshiiriemon/yolov4_darknet: YOLOv4 - GitHub

  15. python - How to save output of darknet YOLOv4 video in a txt file …

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