Planche Hands On Computer Vision with TensorFlow 2019 | DEEF0CE19A6119F3F23B026ABB308588B5D6186F

Planche Hands On Computer Vision with TensorFlow 2019

Name	Planche B. Hands-On Computer Vision with TensorFlow 2..2019	DOWNLOAD Copy Link
Total Size	74.4 MB
Total Files	209
Hash	DEEF0CE19A6119F3F23B026ABB308588B5D6186F

/Code/
.gitignore	0.4 KB
README.txt	0.1 KB
Software Hardware List.pdf	280.9 KB
/Code/banner_images/
book_cover.png	122.3 KB
logo_amazon.png	5.9 KB
logo_oreilly.png	52.5 KB
logo_packt.png	6.4 KB
README.md	0.1 KB
/Code/Chapter01/
__init__.py	0.0 KB
ch1_nb1_build_and_train_neural_network_from_scratch.ipynb	59.9 KB
fully_connected_layer.py	5.5 KB
neuron.py	2.8 KB
README.md	1.7 KB
simple_network.py	8.3 KB
/Code/Chapter01/mnist/
__init__.py	7.5 KB
/Code/Chapter02/
ch2_nb1_mnist_keras.ipynb	14.1 KB
README.md	0.2 KB
/Code/Chapter03/
__init__.py	0.0 KB
ch3_nb1_discover_cnns_basic_ops.ipynb	452.4 KB
ch3_nb2_build_and_train_first_cnn_with_tf2.ipynb	31.5 KB
ch3_nb3_experiment_with_optimizers.ipynb	93.0 KB
ch3_nb4_apply_regularization_methods_to_cnns.ipynb	135.9 KB
README.md	1.6 KB
/Code/Chapter03/res/
bird_pic_by_benjamin_planche.png	415.6 KB
/Code/Chapter04/
__init__.py	0.0 KB
ch4_nb1_implement_resnet_from_scratch.ipynb	734.2 KB
ch4_nb2_reuse_models_from_keras_apps.ipynb	684.2 KB
ch4_nb3_fetch_models_from_tf_hub.ipynb	1.1 MB
ch4_nb4_apply_transfer_learning.ipynb	762.0 KB
ch4_nb5_explore_imagenet_and_its_tiny_version.ipynb	61.6 KB
cifar_utils.py	5.0 KB
classification_utils.py	4.1 KB
keras_custom_callbacks.py	2.9 KB
README.md	3.5 KB
resnet_functional.py	12.7 KB
resnet_objectoriented.py	15.3 KB
tiny_imagenet_utils.py	12.3 KB
/Code/Chapter04/notebook_images/
resnet_keras_app_tensorboard_training.png	127.7 KB
resnet_keras_app_transfer_learning_training.png	125.6 KB
tf_hub_tensorboard_training.png	109.8 KB
/Code/Chapter04/res/
bed_pic_by_benjamin_planche.png	107.0 KB
bridge_by_benjamin_planche.png	72.6 KB
butterfly_pic_by_benjamin_planche.png	132.7 KB
castle_pic_by_benjamin_planche.png	103.3 KB
cloud_pic_by_benjamin_planche.png	101.7 KB
crab_by_benjamin_planche.png	133.1 KB
forrest_pic_by_benjamin_planche.png	139.3 KB
man_pic_by_benjamin_planche.png	138.3 KB
mountain_pic_by_benjamin_planche.png	110.8 KB
palm_tree_and_lamp_pic_by_benjamin_planche.png	139.6 KB
rabbit_pic_by_benjamin_planche.png	133.1 KB
rain_forest_pic_by_benjamin_planche.png	135.1 KB
schoolbus_pic_by_benjamin_planche.png	126.2 KB
sea_by_benjamin_planche.png	35.5 KB
snow_bicycle_by_benjamin_planche.png	63.3 KB
woman_pic_by_benjamin_planche.png	132.7 KB
/Code/Chapter05/
.gitignore	0.0 KB
ch5_nb1_yolo_inference.ipynb	8.6 KB
coco.names	0.6 KB
convert.py	0.8 KB
dog_example.jpg	163.8 KB
models.py	9.2 KB
README.md	0.4 KB
utils.py	7.3 KB
/Code/Chapter06/
__init__.py	0.0 KB
ch6_nb1_discover_autoencoders.ipynb	389.1 KB
ch6_nb2_denoise_with_autoencoders.ipynb	279.1 KB
ch6_nb3_improve_image_quality_with_dae.ipynb	1.5 MB
ch6_nb4_preparing_data_for_smart_car_apps.ipynb	1.5 MB
ch6_nb5_build_and_train_a_fcn8s_semantic_segmentation_model_for_smart_cars.ipynb	3.0 MB
ch6_nb6_build_and_train_a_unet_for_urban_object_and_instance_segmentation.ipynb	2.8 MB
cityscapes_utils.py	14.8 KB
fcn.py	3.6 KB
keras_custom_callbacks.py	8.6 KB
mnist_utils.py	4.5 KB
plot_utils.py	4.2 KB
README.md	4.3 KB
tf_losses_and_metrics.py	13.7 KB
tf_math.py	4.1 KB
unet.py	7.2 KB
/Code/Chapter06/notebook_images/
fcn.png	195.3 KB
tensorboard_result_grid.png	31.4 KB
unet.png	181.8 KB
/Code/Chapter07/
ch7_nb1_set_up_efficient_input_pipelines_with_tf_data.ipynb	2.4 MB
ch7_nb2_generate_and_parse_tfrecords.ipynb	135.8 KB
ch7_nb3_render_images_from_3d_models.ipynb	361.7 KB
ch7_nb4_train_segmentation_model_on_synthetic_images.ipynb	2.4 MB
ch7_nb5_train_a_simple_domain_adversarial_network_(dann).ipynb	326.1 KB
ch7_nb6_apply_dann_to_train_segmentation_model_on_synthetic_data.ipynb	868.0 KB
ch7_nb7_generate_images_with_vae_models.ipynb	559.2 KB
ch7_nb8_generate_images_with_gan_models.ipynb	559.0 KB
cityscapes_utils.py	14.8 KB
fcn.py	3.8 KB
keras_custom_callbacks.py	8.6 KB
plot_utils.py	4.2 KB
README.md	4.6 KB
renderer.py	19.0 KB
synthia_utils.py	6.5 KB
tf_losses_and_metrics.py	13.7 KB
tf_math.py	4.1 KB
/Code/Chapter08/
ch8_nb1_action_recognition.ipynb	26.5 KB
/Code/Chapter08/data/
testlist01.txt	142.0 KB
trainlist01.txt	385.6 KB
/Code/Chapter09/
.gitignore	0.0 KB
ch9_nb1_profiling.ipynb	7.4 KB
ch9_nb2_nms_speed_comparison.ipynb	39.8 KB
ch9_nb3_train_model.ipynb	72.5 KB
README.md	0.9 KB
/Code/Chapter09/coreml_ios/
.gitignore	0.0 KB
Podfile	0.4 KB
Podfile.lock	0.5 KB
/.../Core ML Demo.xcodeproj/
project.pbxproj	26.2 KB
/.../Core ML Demo.xcodeproj/project.xcworkspace/
contents.xcworkspacedata	0.2 KB
/.../Core ML Demo.xcodeproj/project.xcworkspace/xcshareddata/
IDEWorkspaceChecks.plist	0.2 KB
/.../Core ML Demo.xcworkspace/
contents.xcworkspacedata	0.2 KB
/.../Core ML Demo.xcworkspace/xcshareddata/
IDEWorkspaceChecks.plist	0.2 KB
/.../Core ML Demo/
AppDelegate.swift	2.2 KB
Info.plist	1.5 KB
ViewController.swift	5.5 KB
VisionObjectRecognitionViewController.swift	10.5 KB
/.../Core ML Demo/Assets.xcassets/AppIcon.appiconset/
Contents.json	1.6 KB
/.../Core ML Demo/Assets.xcassets/
Contents.json	0.1 KB
/.../Core ML Demo/Base.lproj/
LaunchScreen.storyboard	1.7 KB
Main.storyboard	4.5 KB
/.../Core ML Demo/CoreMLHelpers/
Array.swift	2.0 KB
CoreMLHelpers.h	0.5 KB
CVPixelBuffer+Helpers.swift	5.1 KB
Info.plist	0.9 KB
Math.swift	1.2 KB
MLMultiArray+Image.swift	1.4 KB
MultiArray.swift	10.5 KB
NonMaxSuppression.swift	6.9 KB
Predictions.swift	1.9 KB
UIImage+CVPixelBuffer.swift	7.1 KB
/Code/Chapter09/images/
header.jpg	125.4 KB
/.../tf_lite_android/demo/
.gitignore	0.5 KB
build.gradle	0.5 KB
gradle.properties	0.7 KB
gradlew	5.0 KB
gradlew.bat	2.3 KB
README.md	2.5 KB
settings.gradle	0.0 KB
/.../tf_lite_android/demo/app/
build.gradle	1.6 KB
/.../tf_lite_android/demo/app/src/main/
AndroidManifest.xml	1.9 KB
BUILD	1.2 KB
/.../tf_lite_android/demo/app/src/main/assets/
BUILD	0.2 KB
labels_emotion.txt	0.0 KB
/.../tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/
AutoFitTextureView.java	2.5 KB
BorderedText.java	3.8 KB
Camera2BasicFragment.java	37.5 KB
CameraActivity.java	1.2 KB
GpuDelegateHelper.java	1.6 KB
ImageClassifier.java	11.5 KB
ImageClassifierFloatInception.java	3.0 KB
ImageClassifierFloatMobileNet.java	2.6 KB
ImageClassifierQuantizedMobileNet.java	2.6 KB
OverlayView.java	1.6 KB
/.../tf_lite_android/demo/app/src/main/res/drawable-hdpi/
ic_action_info.png	0.5 KB
ic_launcher.png	3.7 KB
tile.9.png	0.1 KB
/.../tf_lite_android/demo/app/src/main/res/drawable-mdpi/
ic_action_info.png	0.3 KB
ic_launcher.png	1.8 KB
/.../tf_lite_android/demo/app/src/main/res/drawable-xhdpi/
ic_action_info.png	0.6 KB
ic_launcher.png	5.7 KB
/.../tf_lite_android/demo/app/src/main/res/drawable-xxhdpi/
ic_action_info.png	1.0 KB
ic_launcher.png	10.3 KB
logo.png	23.5 KB
/.../tf_lite_android/demo/app/src/main/res/drawable/
item_selector.xml	0.4 KB
/.../tf_lite_android/demo/app/src/main/res/layout-land/
fragment_camera2_basic.xml	4.1 KB
/.../tf_lite_android/demo/app/src/main/res/layout-v26/
fragment_camera2_basic.xml	4.9 KB
/.../tf_lite_android/demo/app/src/main/res/layout/
activity_camera.xml	1.0 KB
fragment_camera2_basic.xml	5.1 KB
listview_row.xml	0.6 KB
/.../tf_lite_android/demo/app/src/main/res/values-sw600dp/
template-dimens.xml	0.8 KB
template-styles.xml	0.9 KB
/.../tf_lite_android/demo/app/src/main/res/values-v11/
template-styles.xml	0.7 KB
/.../tf_lite_android/demo/app/src/main/res/values-v21/
base-colors.xml	0.7 KB
base-template-styles.xml	0.8 KB
/.../tf_lite_android/demo/app/src/main/res/values/
base-strings.xml	1.0 KB
colors.xml	0.9 KB
strings.xml	1.4 KB
styles.xml	0.9 KB
template-dimens.xml	1.1 KB
template-styles.xml	1.4 KB
/.../tf_lite_android/demo/gradle/wrapper/
gradle-wrapper.jar	53.6 KB
gradle-wrapper.properties	0.2 KB
/Code/Chapter09/tfjs/
.babelrc	0.2 KB
.gitignore	0.0 KB
cat.jpg	41.0 KB
index.html	1.4 KB
index.js	4.1 KB
package-lock.json	408.6 KB
package.json	0.8 KB
serve.sh	1.6 KB
yarn.lock	199.8 KB
/Code/Chapter09/tfjs/static/emotion_detection/
group1-shard1of4.bin	4.2 MB
group1-shard2of4.bin	4.2 MB
group1-shard3of4.bin	4.2 MB
group1-shard4of4.bin	247.5 KB
model.json	44.1 KB
/.../emotion_detection_old/
group1-shard1of4	4.2 MB
group1-shard2of4	4.2 MB
group1-shard3of4	4.2 MB
group1-shard4of4	358.9 KB
model.json	55.1 KB
/Code/Chapter09/tfjs/static/face_detection/
tiny_face_detector_model-shard1	193.3 KB
tiny_face_detector_model-shard1.weight	193.3 KB
tiny_face_detector_model-weights_manifest.json	3.0 KB
/
Planche B. et al. Hands-On Computer Vision with TensorFlow 2...2019.pdf	21.3 MB
Total files 209