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species accuracy about cameratrapdetector HOT 1 OPEN

tabakm avatar tabakm commented on July 22, 2024
species accuracy

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matobler avatar matobler commented on July 22, 2024

I just run this on a 230 image test dataset from California. Dominant species in the data are coyote, grey fox, mule deer, mountain lion and cotton tail rabbit. While I have not done any official analysis (the images have not been labeled), looking through the image plots I don't think a single species was identified correctly. The bounding boxes do fit the animals and the model did correctly identify humans and vehicles. Not sure what the issue could be. Maybe the model does not translate well to other environments than the ones where the original data came from? For reference, inference time is 7.14 seconds/image on an i7-3970X loading images form an SSD.

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