Strange ACF detector behaviour

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Hossam Alzomor
Hossam Alzomor 2019-7-29
Hello,
I have created a Ground truth table using 32*32 pixels images and bonds for the ROI object.
I am following the same method as "Train a Stop Sign Detector Using an ACF Object Detector "example
When I apply the detector on the same data used for training I get some false positive rates!!!
and if I used a 90 degree rotated version of the training images I get some false negative detections
When I use the detector with test data I get very high false positive rate!!
Is that normal?
How Can I improve the detection rate?
Attached my Ground truth table and the test images
Best Regards
Hossam Alzomor

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