The Conference for Machine Learning Innovation

Workshop: Image Recognition with TensorFlow

Workshop
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Register until October 21:
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✓ 10% team discount
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Join the ML Revolution!
Register until October 21:
✓ 50% off on all prices
✓ 10% team discount
Register Now
Join the ML Revolution!
Register until September 23:
✓ PS Classic or C64 Mini for free
✓ Save up to €310
10 % Team Discount
Register Now
Join the ML Revolution!
Register until September 23:
✓ PS Classic or C64 Mini for free
✓ Save up to €310
10 % Team Discount
Register Now
Join the ML Revolution!
Register until the conference starts:
✓ 2-in-1 conference special
✓ 10 % Team Discount
Register Now
Join the ML Revolution!
Register until the conference starts:
✓ 2-in-1 conference special
✓ 10 % Team Discount
Register Now
Infos
Booking note:
Tensorflow-Workshop

In this workshop, we will have a practical non-toy example with realistic image data (no MNIST). We will train VGG-style and other standard architectures like ResNet using TensorFlow 2 and log and evaluate our experiments using MLFLow. Finally, we will look at saliency maps to understand what parts of the images our trained networks use to classify images. Maybe we are overfitting on random features? We will also look at confusion matrices and analyse what kinds of images are problematic and which ones are easy to identify leading up to an active learning approach: What kind of additional data would we need to improve our training results?

This Session belongs to the Diese Session gehört zum Programm vom BerlinBerlin program. Take me to the program of . Hier geht es zum Programm von Singapore Singapore .

Take me to the full program of Zum vollständigen Programm von Berlin Berlin .

This Session belongs to the Diese Session gehört zum Programm vom BerlinBerlin program. Take me to the program of . Hier geht es zum Programm von Munich Munich .

This Session Diese Session belongs to the gehört zum Programm von BerlinBerlin program. Take me to the current program of . Hier geht es zum aktuellen Programm von Singapore Singapore , Berlin Berlin or oder Munich Munich .

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