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KwickClips Artificial Intelligence · 41 sec · free

What improves image accuracy?

Short answer. CNNs with Conv2D layers.

What runs models on phones?

LiteRT, earlier TensorFlow Lite.

Next steps

CNNs for better image models
Teachable Machine, no code
Kaggle datasets
LiteRT for phone apps

Remember

Build projects on real data

You trained your first model. What next? Four paths. Learn CNNs for images. Try Teachable Machine. Practise on Kaggle. Put models on phones with LiteRT. Most important. Build projects on real data.

This clip is from the full lesson: Deep Learning Hands-on with TensorFlow and Keras — 8 minutes, with the tables, the quick answers and the whole lesson in text.

Useful for: CBSE Class 12 Artificial Intelligence (843)

More KwickClips from this lesson

Table: TensorFlow the engine, Keras the easy layer API.Who makes TensorFlow?40 secKeras code: Sequential with Flatten, Dense 64 relu and Dense 10 softmax.What does Flatten do?40 secTable: train 98 test 97 good; train 99 test 85 overfitting.Train 99%, test 85%: what is it?40 sec
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