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bernardomig / car-recognition

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Detection #1

Open tomassosorio opened 6 years ago

tomassosorio commented 6 years ago

Hi!

The model trained with Pytorch just finished training :) screenshot from 2018-03-16 22-54-42

Now I will do the predictor and test with the test images.

As backup plan currently with the Object Detection API from Google (with tensorflow) is training another model, with the model SSD in a mobileNet (Low computational cost/high fps/ low maP)

Kind regards, Tomas Osorio

tomassosorio commented 6 years ago

Estimation time to finish training (~600 epochs): 55hours

miguelriemoliveira commented 6 years ago

Great. Lets see how its working. What is the reported precision? and recall?

tomassosorio commented 6 years ago

With Validation dataset maP of 70 ~ 80% (probably higher because it is not using non-max suppressor) and a maR of 17~20 % using standard L2 (x - x^ )^2