November 2017
Intermediate to advanced
304 pages
6h 58m
English
Content preview from Machine Learning with TensorFlow 1.x
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Validation routine
You can run the validation routine with the following command:
python eval_image_classifier.py --alsologtostderr --checkpoint_path=D:\datasets\diabetic\checkpoints\model.ckpt-92462 --dataset_name=diabetic --dataset_split_name=validation --dataset_dir=D:\datasets\diabetic\tfrecords --model_name=inception_v3
As you can see, the current accuracy is about 75 percent. In the Going further section, we will give you some ideas to improve this accuracy.
Now, we will look at the TensorBoard to visualize the training process.
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