├── 9781484258866.jpg ├── Contributing.md ├── LICENSE.txt ├── README.md ├── chapter10 ├── .DS_Store ├── LICENSE ├── README.md ├── conf │ └── cluster.conf ├── distributed_training.py ├── distributed_training_ps.py ├── horovod_tensorflow_mnist.py ├── mirrored_strategy.py └── training_launcher.py ├── chapter2 ├── Listing2_4_b.py ├── Listing_2_1.py ├── Listing_2_2.py ├── Listing_2_3.py ├── Listing_2_4_a.py ├── Listing_2_5.py ├── images │ ├── circle.jpg │ ├── marsrover.png │ └── rectangle.jpg └── rectangle.jpg ├── chapter3 ├── Listing_3_1.py ├── Listing_3_10.py ├── Listing_3_11.py ├── Listing_3_12.py ├── Listing_3_13.py ├── Listing_3_14.py ├── Listing_3_15.py ├── Listing_3_16.py ├── Listing_3_17.py ├── Listing_3_18.py ├── Listing_3_19.py ├── Listing_3_2.py ├── Listing_3_20.py ├── Listing_3_21.py ├── Listing_3_22.py ├── Listing_3_3.py ├── Listing_3_4.py ├── Listing_3_5.py ├── Listing_3_6.py ├── Listing_3_7.py ├── Listing_3_8.py ├── Listing_3_9.py ├── imageoverlay.py ├── images │ ├── boat.jpg │ ├── cat1.png │ ├── cat2.png │ ├── coffeestain.jpg │ ├── mri.jpg │ ├── nature.jpg │ ├── park.jpg │ ├── receipt.jpg │ ├── salesreceipt.jpg │ ├── salt-pepper.jpg │ ├── scanned_doc.png │ ├── screen1.png │ ├── screen2.png │ ├── soccer-in-green.jpg │ ├── sudoku.jpg │ ├── zebra.png │ └── zebrasmall.png └── subtraction.py ├── chapter4 ├── Listing_4_1.py ├── Listing_4_2.py ├── Listing_4_3.py ├── Listing_4_4.py ├── Listing_4_5.py ├── Listing_4_6.py ├── Listing_4_7.py └── images │ ├── nature.jpg │ └── obama.jpg ├── chapter5 ├── .DS_Store ├── Listing_5_1.py ├── Listing_5_2.py ├── Listing_5_5.py ├── Listing_5_6.py ├── Listing_5_7.py ├── Listing_5_8.py ├── __pycache__ │ ├── dirmanager.cpython-36.pyc │ └── label_data_creater.cpython-36.pyc ├── dirmanager.py ├── evaluation.py ├── label_data_creater.py ├── models │ ├── .DS_Store │ └── pneumiacnn │ │ ├── .DS_Store │ │ ├── saved_model.pb │ │ └── variables │ │ ├── variables.data-00000-of-00001 │ │ └── variables.index └── resources │ ├── .DS_Store │ └── retina_labels.txt ├── chapter6 ├── Listing_6_1 ├── Listing_6_15.py ├── Listing_6_16.sh ├── Listing_6_17.sh ├── Listing_6_18.sh ├── Listing_6_19.sh ├── Listing_6_2 ├── Listing_6_20.sh ├── Listing_6_21.sh ├── Listing_6_22.py ├── Listing_6_23.sh ├── Listing_6_24.py ├── Listing_6_3 ├── Listing_6_4 ├── Listing_6_5 ├── Listing_6_6 ├── Listing_6_7 └── Listing_6_8 ├── chapter7 ├── model │ ├── .DS_Store │ └── mscoco_label_map.pbtxt └── video_tracking │ ├── __pycache__ │ ├── object_tracker.cpython-36.pyc │ ├── tracker.cpython-36.pyc │ └── videoasync.cpython-36.pyc │ ├── object_tracker.py │ ├── templates │ └── index.html │ ├── tracker.py │ ├── video_server.py │ └── videoasync.py ├── chapter8 ├── .DS_Store ├── Listing_8_1.sh ├── Listing_8_10.sh ├── Listing_8_2.py ├── Listing_8_3.sh ├── Listing_8_4.sh ├── Listing_8_5.sh ├── Listing_8_6.sh ├── Listing_8_7.sh ├── Listing_8_8.sh ├── Listing_8_9.sh ├── README.txt ├── converter.py └── facenet.py ├── chapter9 ├── Listing_9_1.sh ├── Listing_9_3.sh ├── 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