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icemelt8
3564 days ago
This was amazing, I am amazed at your command of both hardware and software technology. Even as a Software Engineer, I have a hard time trying to make TensorFlow do something for me.
1 comments
dharma1
3564 days ago
To do the task in the article (classify images, pretrained model) - it's pretty easy - just follow the tutorial here:
https://www.tensorflow.org/versions/r0.10/tutorials/image_re...
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sidarape
3563 days ago
I tried that (
https://www.tensorflow.org/versions/r0.9/how_tos/image_retra...
) which seems to work well.
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dharma1
3563 days ago
yep, that's good if you want to retrain a pre-trained model for specific categories on new image data (that are pretty close to imagenet type images)
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sidarape
3563 days ago
What do you mean by "pretty close"? What would be "not close"?
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dharma1
3563 days ago
Something that looks very different to the ImageNet dataset. Microscope, ultrasound, satellite, x-ray etc images
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sidarape
3562 days ago
Ok, I see. Thank you.
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Omnipresent
3563 days ago
Is this available in keras as well?
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dharma1
3563 days ago
Classification with pre-trained weights? Yes.
https://keras.io/applications/
link
https://www.tensorflow.org/versions/r0.10/tutorials/image_re...