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Python: Advanced Guide to Artificial Intelligence
book

Python: Advanced Guide to Artificial Intelligence

by Giuseppe Bonaccorso, Armando Fandango, Rajalingappaa Shanmugamani
December 2018
Intermediate to advanced
764 pages
18h 18m
English
Packt Publishing
Content preview from Python: Advanced Guide to Artificial Intelligence

Re-training object detection models

The same API lets us retrain a model for our custom dataset. Training of custom data involves the preparation of a dataset, selecting the algorithm, and performing fine-tuning. The whole pipeline can be passed as a parameter to the training script. The training data has to be converted to TensorFlow records. TensorFlow records is a file format provided by Google to make the reading of data faster than regular files. Now, we will go through the steps of training. 

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