Download Planche B Hands-On Computer Vision with TensorFlow 2 2019 Torrent

Torrent Contents Size: 70.94 MB

Planche B Hands-On Computer Vision with TensorFlow 2 2019

Code

.gitignore

GITIGNORE

383 B

Chapter01

README.md

1.69 KB

ch1_nb1_build_and_train_neural_network_from_scratch.ipynb

IPYNB

58.46 KB

fully_connected_layer.py

5.41 KB

mnist

__init__.py

7.31 KB

neuron.py

2.74 KB

simple_network.py

8.08 KB

Chapter02

	README.md	MD	188 B
	ch2_nb1_mnist_keras.ipynb	IPYNB	13.79 KB

Chapter03

README.md

1.54 KB

__init__.py

1 B

ch3_nb1_discover_cnns_basic_ops.ipynb

IPYNB

441.78 KB

ch3_nb2_build_and_train_first_cnn_with_tf2.ipynb

IPYNB

30.71 KB

ch3_nb3_experiment_with_optimizers.ipynb

IPYNB

90.81 KB

ch3_nb4_apply_regularization_methods_to_cnns.ipynb

IPYNB

132.7 KB

res

bird_pic_by_benjamin_planche.png

PNG

405.89 KB

Chapter04

README.md

3.44 KB

ch4_nb1_implement_resnet_from_scratch.ipynb

IPYNB

716.96 KB

ch4_nb2_reuse_models_from_keras_apps.ipynb

IPYNB

668.18 KB

ch4_nb3_fetch_models_from_tf_hub.ipynb

IPYNB

1.1 MB

ch4_nb4_apply_transfer_learning.ipynb

IPYNB

744.1 KB

ch4_nb5_explore_imagenet_and_its_tiny_version.ipynb

IPYNB

60.14 KB

cifar_utils.py

4.92 KB

classification_utils.py

3.99 KB

keras_custom_callbacks.py

2.83 KB

notebook_images

resnet_keras_app_tensorboard_training.png	PNG	124.69 KB
resnet_keras_app_transfer_learning_training.png	PNG	122.69 KB
tf_hub_tensorboard_training.png	PNG	107.25 KB

res

bed_pic_by_benjamin_planche.png	PNG	104.52 KB
bridge_by_benjamin_planche.png	PNG	70.91 KB
butterfly_pic_by_benjamin_planche.png	PNG	129.56 KB
castle_pic_by_benjamin_planche.png	PNG	100.84 KB
cloud_pic_by_benjamin_planche.png	PNG	99.29 KB
crab_by_benjamin_planche.png	PNG	129.98 KB
forrest_pic_by_benjamin_planche.png	PNG	136.02 KB
man_pic_by_benjamin_planche.png	PNG	135.04 KB
mountain_pic_by_benjamin_planche.png	PNG	108.23 KB
palm_tree_and_lamp_pic_by_benjamin_planche.png	PNG	136.32 KB
rabbit_pic_by_benjamin_planche.png	PNG	129.98 KB
rain_forest_pic_by_benjamin_planche.png	PNG	131.9 KB
schoolbus_pic_by_benjamin_planche.png	PNG	123.24 KB
sea_by_benjamin_planche.png	PNG	34.72 KB
snow_bicycle_by_benjamin_planche.png	PNG	61.86 KB
woman_pic_by_benjamin_planche.png	PNG	129.58 KB

resnet_functional.py

12.45 KB

resnet_objectoriented.py

14.92 KB

tiny_imagenet_utils.py

12.04 KB

Chapter05

.gitignore	GITIGNORE	8 B
README.md	MD	371 B
ch5_nb1_yolo_inference.ipynb	IPYNB	8.41 KB
coco.names	NAMES	625 B
convert.py	PY	759 B
dog_example.jpg	JPG	159.92 KB
models.py	PY	8.99 KB
utils.py	PY	7.08 KB

Chapter06

README.md

4.17 KB

ch6_nb1_discover_autoencoders.ipynb

IPYNB

379.95 KB

ch6_nb2_denoise_with_autoencoders.ipynb

IPYNB

272.54 KB

ch6_nb3_improve_image_quality_with_dae.ipynb

IPYNB

1.44 MB

ch6_nb4_preparing_data_for_smart_car_apps.ipynb

IPYNB

1.44 MB

ch6_nb5_build_and_train_a_fcn8s_semantic_segmentation_model_for_smart_cars.ipynb

IPYNB

2.85 MB

ch6_nb6_build_and_train_a_unet_for_urban_object_and_instance_segmentation.ipynb

IPYNB

2.62 MB

cityscapes_utils.py

14.44 KB

fcn.py

3.47 KB

keras_custom_callbacks.py

8.36 KB

mnist_utils.py

4.4 KB

notebook_images

fcn.png	PNG	190.71 KB
tensorboard_result_grid.png	PNG	30.67 KB
unet.png	PNG	177.56 KB

plot_utils.py

4.08 KB

tf_losses_and_metrics.py

13.42 KB

tf_math.py

3.97 KB

unet.py

7.01 KB

Chapter07

README.md	MD	4.49 KB
ch7_nb1_set_up_efficient_input_pipelines_with_tf_data.ipynb	IPYNB	2.25 MB
ch7_nb2_generate_and_parse_tfrecords.ipynb	IPYNB	132.64 KB
ch7_nb3_render_images_from_3d_models.ipynb	IPYNB	353.22 KB
ch7_nb4_train_segmentation_model_on_synthetic_images.ipynb	IPYNB	2.27 MB
ch7_nb5_train_a_simple_domain_adversarial_network_(dann).ipynb	IPYNB	318.43 KB
ch7_nb6_apply_dann_to_train_segmentation_model_on_synthetic_data.ipynb	IPYNB	847.66 KB
ch7_nb7_generate_images_with_vae_models.ipynb	IPYNB	546.07 KB
ch7_nb8_generate_images_with_gan_models.ipynb	IPYNB	545.89 KB
cityscapes_utils.py	PY	14.44 KB
fcn.py	PY	3.67 KB
keras_custom_callbacks.py	PY	8.36 KB
plot_utils.py	PY	4.08 KB
renderer.py	PY	18.58 KB
synthia_utils.py	PY	6.37 KB
tf_losses_and_metrics.py	PY	13.42 KB
tf_math.py	PY	3.97 KB

Chapter08

ch8_nb1_action_recognition.ipynb

IPYNB

25.88 KB

data

	testlist01.txt	TXT	138.63 KB
	trainlist01.txt	TXT	376.59 KB

Chapter09

.gitignore

GITIGNORE

32 B

README.md

907 B

ch9_nb1_profiling.ipynb

IPYNB

7.18 KB

ch9_nb2_nms_speed_comparison.ipynb

IPYNB

38.89 KB

ch9_nb3_train_model.ipynb

IPYNB

70.78 KB

coreml_ios

.gitignore

GITIGNORE

11 B

Core ML Demo

AppDelegate.swift

SWIFT

2.13 KB

Assets.xcassets

AppIcon.appiconset

Contents.json

JSON

1.55 KB

Contents.json

JSON

62 B

Base.lproj

	LaunchScreen.storyboard	STORYBOARD	1.62 KB
	Main.storyboard	STORYBOARD	4.36 KB

CoreMLHelpers

Array.swift	SWIFT	1.95 KB
CVPixelBuffer+Helpers.swift	SWIFT	5.01 KB
CoreMLHelpers.h	H	533 B
Info.plist	PLIST	859 B
MLMultiArray+Image.swift	SWIFT	1.32 KB
Math.swift	SWIFT	1.22 KB
MultiArray.swift	SWIFT	10.22 KB
NonMaxSuppression.swift	SWIFT	6.69 KB
Predictions.swift	SWIFT	1.86 KB
UIImage+CVPixelBuffer.swift	SWIFT	6.97 KB

Info.plist

PLIST

1.46 KB

ViewController.swift

SWIFT

5.39 KB

VisionObjectRecognitionViewController.swift

SWIFT

10.24 KB

Core ML Demo.xcodeproj

project.pbxproj

PBXPROJ

25.58 KB

project.xcworkspace

contents.xcworkspacedata

XCWORKSPACEDATA

157 B

xcshareddata

IDEWorkspaceChecks.plist

PLIST

238 B

Core ML Demo.xcworkspace

contents.xcworkspacedata

XCWORKSPACEDATA

230 B

xcshareddata

IDEWorkspaceChecks.plist

PLIST

238 B

Podfile

356 B

Podfile.lock

LOCK

548 B

images

header.jpg

JPG

122.46 KB

tf_lite_android

demo

.gitignore

GITIGNORE

451 B

README.md

2.42 KB

app

build.gradle

GRADLE

1.59 KB

src

main

AndroidManifest.xml

XML

1.85 KB

BUILD

1.2 KB

assets

	BUILD		196 B
	labels_emotion.txt	TXT	48 B

java

ndres

tflitedemo

AutoFitTextureView.java	JAVA	2.47 KB
BorderedText.java	JAVA	3.7 KB
Camera2BasicFragment.java	JAVA	36.61 KB
CameraActivity.java	JAVA	1.18 KB
GpuDelegateHelper.java	JAVA	1.53 KB
ImageClassifier.java	JAVA	11.25 KB
ImageClassifierFloatInception.java	JAVA	2.96 KB
ImageClassifierFloatMobileNet.java	JAVA	2.52 KB
ImageClassifierQuantizedMobileNet.java	JAVA	2.57 KB
OverlayView.java	JAVA	1.55 KB

res

drawable

item_selector.xml

XML

411 B

drawable-hdpi

ic_action_info.png	PNG	490 B
ic_launcher.png	PNG	3.61 KB
tile.9.png	PNG	116 B

drawable-mdpi

	ic_action_info.png	PNG	320 B
	ic_launcher.png	PNG	1.8 KB

drawable-xhdpi

	ic_action_info.png	PNG	611 B
	ic_launcher.png	PNG	5.53 KB

drawable-xxhdpi

ic_action_info.png	PNG	952 B
ic_launcher.png	PNG	10.02 KB
logo.png	PNG	22.93 KB

layout

activity_camera.xml	XML	953 B
fragment_camera2_basic.xml	XML	5 KB
listview_row.xml	XML	552 B

layout-land

fragment_camera2_basic.xml

XML

3.97 KB

layout-v26

fragment_camera2_basic.xml

XML

4.75 KB

values

base-strings.xml	XML	1.01 KB
colors.xml	XML	860 B
strings.xml	XML	1.4 KB
styles.xml	XML	925 B
template-dimens.xml	XML	1.08 KB
template-styles.xml	XML	1.33 KB

values-sw600dp

	template-dimens.xml	XML	802 B
	template-styles.xml	XML	876 B

values-v11

template-styles.xml

XML

726 B

values-v21

	base-colors.xml	XML	658 B
	base-template-styles.xml	XML	768 B

build.gradle

GRADLE

515 B

gradle

wrapper

	gradle-wrapper.jar	JAR	52.38 KB
	gradle-wrapper.properties	PROPERTIES	233 B

gradle.properties

PROPERTIES

730 B

gradlew

4.85 KB

gradlew.bat

BAT

2.26 KB

settings.gradle

GRADLE

15 B

tfjs

.babelrc

BABELRC

221 B

.gitignore

GITIGNORE

25 B

cat.jpg

JPG

40.08 KB

index.html

HTML

1.37 KB

index.js

4.03 KB

package-lock.json

JSON

399.05 KB

package.json

JSON

849 B

serve.sh

1.59 KB

static

emotion_detection

group1-shard1of4.bin	BIN	4 MB
group1-shard2of4.bin	BIN	4 MB
group1-shard3of4.bin	BIN	4 MB
group1-shard4of4.bin	BIN	241.7 KB
model.json	JSON	43.04 KB

emotion_detection_old

group1-shard1of4		4 MB
group1-shard2of4		4 MB
group1-shard3of4		4 MB
group1-shard4of4		350.53 KB
model.json	JSON	53.81 KB

face_detection

tiny_face_detector_model-shard1		188.79 KB
tiny_face_detector_model-shard1.weight	WEIGHT	188.79 KB
tiny_face_detector_model-weights_manifest.json	JSON	2.89 KB

yarn.lock

LOCK

195.16 KB

README.txt

TXT

60 B

Software Hardware List.pdf

PDF

274.35 KB

banner_images

README.md	MD	113 B
book_cover.png	PNG	119.39 KB
logo_amazon.png	PNG	5.8 KB
logo_oreilly.png	PNG	51.24 KB
logo_packt.png	PNG	6.29 KB

Planche B. et al. Hands-On Computer Vision with TensorFlow 2...2019.pdf

PDF

20.35 MB

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Planche B Hands-On Computer Vision with TensorFlow 2 2019

Torrent Contents Size: 70.94 MB

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