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Cannot reproduce your results using OpenCV's object detection sample: https://github.com/opencv/opencv/blob/master/samples/dnn/object_detection.py

python object_detection.py yolo --input h8bogUd.jpg --thr 0.1

May I ask you also prepare 416x416 image in PNG format and pass it into Darknet? We need to reduce an impact of different interpolation strategies which are applied in Darknet in OpenCV.

Cannot reproduce your results using OpenCV's object detection sample: https://github.com/opencv/opencv/blob/master/samples/dnn/object_detection.py

python object_detection.py yolo --input h8bogUd.jpg --thr 0.1

May I ask you also prepare 416x416 image in PNG format and pass it into Darknet? We need to reduce an impact of different interpolation strategies which are applied in Darknet in OpenCV.

image description