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thatbrguy / Pedestrian-Detection

Pedestrian detection using the TensorFlow Object Detection API. Includes multi GPU parallel processing inference.
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Is there a limit to the number of bounding boxes ? #7

Closed MounirB closed 5 years ago

MounirB commented 5 years ago

Hello,

When I extracted the bounding boxes of a crowded scene, I found that the array associated to the bounding boxes has got a limit of 100 rows. Does it mean that if an image has more than 100 pedestrians the detector won't put them all in bounding boxes ?

How about training ? Can we train a model with a dataset of images that contains more than 100 pedestrians ?

Thank you in advance for your clarifications !

thatbrguy commented 5 years ago

You can adjust these values by setting the appropriate attribute in your pipeline.config file. Should be pretty easy to spot!

MounirB commented 5 years ago

These parameters :

max_detections_per_class: 100 max_total_detections: 100

Thanks for your help @thatbrguy !