IMAGE RECOGNITION WITHTENSORFLOW

Yaz Santissi@YazSantissi

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EASY PROBLEM FOR HUMANSDIFFICULT PROBLEMFOR COMPUTERS

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A PICTURE ISWORTH A THOUSANDWORDS

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DIFFERENCEBETWEENAN APPLE ANDAN ORANGE

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BUT THEN ???

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HOWEVER WITHTENSORFLOW …

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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2)GETTING AN EXISTING MODEL & RETRAINING(TRANSFER LEARNING)

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2)GETTING AN EXISTING MODEL & RETRAINING(TRANSFER LEARNING)

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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BOTTLENECKSTRAINING ACCURACYVALIDATION ACCURACYCROSS ENTROPYFINAL TEST ACCURACY

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4)TESTING NEW MODEL WITH NEW IMAGES

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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1)SETTING UP TENSORFLOW WITH CONTAINERS

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THANKS Any questions?

▫ @YazSantissi