SSD Object Detection in V1

(J. Adolfo Villalobos) #1

Professor Howard, in the 2018 Advanced Course (Part 2) presented an example of SSD Single Shot Object Detection. It was a very interesting albeit complex notebook; unfortunately, it was written in Fastai V0.7.

I have ported the SSD notebook into Fastai V1 and it works very well. You can find it in my GitHub at https://colab.research.google.com/github/jav0927/course-v3/blob/master/SSD_Object_Detection.ipynb

This was the most challenging model in the course and also a wonderful learning tool. I hope it will be of value to the community. In developing the model, I was inspired by previous work by Henin.

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(Phuc Ng. Su) #2

page note found! please check the link

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(J. Adolfo Villalobos) #3

My apologies. Try again and let me know.

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(Allan Jackson) #4

Jose: It looks like you have put a tremendous amount of work into this notebook. It runs smoothly
There is, however, a typographic error on code line number 39. It is:
learn.load(F’/content/gdrive/My Drive/model-SSD/ssd_unfreeze_2_2’, strict=True)
Line number 39 Should Be:
learn.load(F’/content/gdrive/My Drive/ssd_unfreeze_2_2’, strict=True)
IN addition line 66 is:
learn.save(F’/content/gdrive/My Drive/ssd_unfreeze_7)
Line number 66 should be:
learn.save(F’/content/gdrive/My Drive/ssd_unfreeze_7’)
Please keep up the great work!

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