Course Wiki
TensorFlow Lite — Machine Learning Zoomcamp Module 9
bash wget https://github.com/DataTalksClub/machine-learning-zoomcamp/releases/download/chapter7-model/xception_v4_large_08_0.894.h5 -O clothing-model.h5
Related Pages
Machine Learning Zoomcamp › Module 9: Serverless Deep Learning › TensorFlow Lite
Notes
New URL for downloading the model:
wget https://github.com/DataTalksClub/machine-learning-zoomcamp/releases/download/chapter7-model/xception_v4_large_08_0.894.h5 -O clothing-model.h5
Add notes from the video (PRs are welcome)
- tensorflow has a size of approximately 1.7 GB
- there are size limits of cloud services and docker container
- tensorflow lite is small in size and limited to using a model to make predictions (inference)
- convert tensorflow keras model to a tensorflow lite model
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Key concepts
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