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

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文件列表

  1. Planche B. et al. Hands-On Computer Vision with TensorFlow 2...2019.pdf 20MB
  2. Code/Chapter09/tfjs/static/emotion_detection/group1-shard1of4.bin 4MB
  3. Code/Chapter09/tfjs/static/emotion_detection/group1-shard2of4.bin 4MB
  4. Code/Chapter09/tfjs/static/emotion_detection/group1-shard3of4.bin 4MB
  5. Code/Chapter09/tfjs/static/emotion_detection_old/group1-shard1of4 4MB
  6. Code/Chapter09/tfjs/static/emotion_detection_old/group1-shard2of4 4MB
  7. Code/Chapter09/tfjs/static/emotion_detection_old/group1-shard3of4 4MB
  8. Code/Chapter06/ch6_nb5_build_and_train_a_fcn8s_semantic_segmentation_model_for_smart_cars.ipynb 3MB
  9. Code/Chapter06/ch6_nb6_build_and_train_a_unet_for_urban_object_and_instance_segmentation.ipynb 3MB
  10. Code/Chapter07/ch7_nb4_train_segmentation_model_on_synthetic_images.ipynb 2MB
  11. Code/Chapter07/ch7_nb1_set_up_efficient_input_pipelines_with_tf_data.ipynb 2MB
  12. Code/Chapter06/ch6_nb4_preparing_data_for_smart_car_apps.ipynb 1MB
  13. Code/Chapter06/ch6_nb3_improve_image_quality_with_dae.ipynb 1MB
  14. Code/Chapter04/ch4_nb3_fetch_models_from_tf_hub.ipynb 1MB
  15. Code/Chapter07/ch7_nb6_apply_dann_to_train_segmentation_model_on_synthetic_data.ipynb 848KB
  16. Code/Chapter04/ch4_nb4_apply_transfer_learning.ipynb 744KB
  17. Code/Chapter04/ch4_nb1_implement_resnet_from_scratch.ipynb 717KB
  18. Code/Chapter04/ch4_nb2_reuse_models_from_keras_apps.ipynb 668KB
  19. Code/Chapter07/ch7_nb7_generate_images_with_vae_models.ipynb 546KB
  20. Code/Chapter07/ch7_nb8_generate_images_with_gan_models.ipynb 546KB
  21. Code/Chapter03/ch3_nb1_discover_cnns_basic_ops.ipynb 442KB
  22. Code/Chapter03/res/bird_pic_by_benjamin_planche.png 406KB
  23. Code/Chapter09/tfjs/package-lock.json 399KB
  24. Code/Chapter06/ch6_nb1_discover_autoencoders.ipynb 380KB
  25. Code/Chapter08/data/trainlist01.txt 377KB
  26. Code/Chapter07/ch7_nb3_render_images_from_3d_models.ipynb 353KB
  27. Code/Chapter09/tfjs/static/emotion_detection_old/group1-shard4of4 351KB
  28. Code/Chapter07/ch7_nb5_train_a_simple_domain_adversarial_network_(dann).ipynb 318KB
  29. Code/Software Hardware List.pdf 274KB
  30. Code/Chapter06/ch6_nb2_denoise_with_autoencoders.ipynb 273KB
  31. Code/Chapter09/tfjs/static/emotion_detection/group1-shard4of4.bin 242KB
  32. Code/Chapter09/tfjs/yarn.lock 195KB
  33. Code/Chapter06/notebook_images/fcn.png 191KB
  34. Code/Chapter09/tfjs/static/face_detection/tiny_face_detector_model-shard1 189KB
  35. Code/Chapter09/tfjs/static/face_detection/tiny_face_detector_model-shard1.weight 189KB
  36. Code/Chapter06/notebook_images/unet.png 178KB
  37. Code/Chapter05/dog_example.jpg 160KB
  38. Code/Chapter08/data/testlist01.txt 139KB
  39. Code/Chapter04/res/palm_tree_and_lamp_pic_by_benjamin_planche.png 136KB
  40. Code/Chapter04/res/forrest_pic_by_benjamin_planche.png 136KB
  41. Code/Chapter04/res/man_pic_by_benjamin_planche.png 135KB
  42. Code/Chapter03/ch3_nb4_apply_regularization_methods_to_cnns.ipynb 133KB
  43. Code/Chapter07/ch7_nb2_generate_and_parse_tfrecords.ipynb 133KB
  44. Code/Chapter04/res/rain_forest_pic_by_benjamin_planche.png 132KB
  45. Code/Chapter04/res/crab_by_benjamin_planche.png 130KB
  46. Code/Chapter04/res/rabbit_pic_by_benjamin_planche.png 130KB
  47. Code/Chapter04/res/woman_pic_by_benjamin_planche.png 130KB
  48. Code/Chapter04/res/butterfly_pic_by_benjamin_planche.png 130KB
  49. Code/Chapter04/notebook_images/resnet_keras_app_tensorboard_training.png 125KB
  50. Code/Chapter04/res/schoolbus_pic_by_benjamin_planche.png 123KB
  51. Code/Chapter04/notebook_images/resnet_keras_app_transfer_learning_training.png 123KB
  52. Code/Chapter09/images/header.jpg 122KB
  53. Code/banner_images/book_cover.png 119KB
  54. Code/Chapter04/res/mountain_pic_by_benjamin_planche.png 108KB
  55. Code/Chapter04/notebook_images/tf_hub_tensorboard_training.png 107KB
  56. Code/Chapter04/res/bed_pic_by_benjamin_planche.png 105KB
  57. Code/Chapter04/res/castle_pic_by_benjamin_planche.png 101KB
  58. Code/Chapter04/res/cloud_pic_by_benjamin_planche.png 99KB
  59. Code/Chapter03/ch3_nb3_experiment_with_optimizers.ipynb 91KB
  60. Code/Chapter04/res/bridge_by_benjamin_planche.png 71KB
  61. Code/Chapter09/ch9_nb3_train_model.ipynb 71KB
  62. Code/Chapter04/res/snow_bicycle_by_benjamin_planche.png 62KB
  63. Code/Chapter04/ch4_nb5_explore_imagenet_and_its_tiny_version.ipynb 60KB
  64. Code/Chapter01/ch1_nb1_build_and_train_neural_network_from_scratch.ipynb 58KB
  65. Code/Chapter09/tfjs/static/emotion_detection_old/model.json 54KB
  66. Code/Chapter09/tf_lite_android/demo/gradle/wrapper/gradle-wrapper.jar 52KB
  67. Code/banner_images/logo_oreilly.png 51KB
  68. Code/Chapter09/tfjs/static/emotion_detection/model.json 43KB
  69. Code/Chapter09/tfjs/cat.jpg 40KB
  70. Code/Chapter09/ch9_nb2_nms_speed_comparison.ipynb 39KB
  71. Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/Camera2BasicFragment.java 37KB
  72. Code/Chapter04/res/sea_by_benjamin_planche.png 35KB
  73. Code/Chapter03/ch3_nb2_build_and_train_first_cnn_with_tf2.ipynb 31KB
  74. Code/Chapter06/notebook_images/tensorboard_result_grid.png 31KB
  75. Code/Chapter08/ch8_nb1_action_recognition.ipynb 26KB
  76. Code/Chapter09/coreml_ios/Core ML Demo.xcodeproj/project.pbxproj 26KB
  77. Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-xxhdpi/logo.png 23KB
  78. Code/Chapter07/renderer.py 19KB
  79. Code/Chapter04/resnet_objectoriented.py 15KB
  80. Code/Chapter06/cityscapes_utils.py 14KB
  81. Code/Chapter07/cityscapes_utils.py 14KB
  82. Code/Chapter02/ch2_nb1_mnist_keras.ipynb 14KB
  83. Code/Chapter06/tf_losses_and_metrics.py 13KB
  84. Code/Chapter07/tf_losses_and_metrics.py 13KB
  85. Code/Chapter04/resnet_functional.py 12KB
  86. Code/Chapter04/tiny_imagenet_utils.py 12KB
  87. Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifier.java 11KB
  88. Code/Chapter09/coreml_ios/Core ML Demo/VisionObjectRecognitionViewController.swift 10KB
  89. Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/MultiArray.swift 10KB
  90. Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-xxhdpi/ic_launcher.png 10KB
  91. Code/Chapter05/models.py 9KB
  92. Code/Chapter05/ch5_nb1_yolo_inference.ipynb 8KB
  93. Code/Chapter06/keras_custom_callbacks.py 8KB
  94. Code/Chapter07/keras_custom_callbacks.py 8KB
  95. Code/Chapter01/simple_network.py 8KB
  96. Code/Chapter01/mnist/__init__.py 7KB
  97. Code/Chapter09/ch9_nb1_profiling.ipynb 7KB
  98. Code/Chapter05/utils.py 7KB
  99. Code/Chapter06/unet.py 7KB
  100. Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/UIImage+CVPixelBuffer.swift 7KB
  101. Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/NonMaxSuppression.swift 7KB
  102. Code/Chapter07/synthia_utils.py 6KB
  103. Code/banner_images/logo_packt.png 6KB
  104. Code/banner_images/logo_amazon.png 6KB
  105. Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-xhdpi/ic_launcher.png 6KB
  106. Code/Chapter01/fully_connected_layer.py 5KB
  107. Code/Chapter09/coreml_ios/Core ML Demo/ViewController.swift 5KB
  108. Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/CVPixelBuffer+Helpers.swift 5KB
  109. Code/Chapter09/tf_lite_android/demo/app/src/main/res/layout/fragment_camera2_basic.xml 5KB
  110. Code/Chapter04/cifar_utils.py 5KB
  111. Code/Chapter09/tf_lite_android/demo/gradlew 5KB
  112. Code/Chapter09/tf_lite_android/demo/app/src/main/res/layout-v26/fragment_camera2_basic.xml 5KB
  113. Code/Chapter07/README.md 4KB
  114. Code/Chapter06/mnist_utils.py 4KB
  115. Code/Chapter09/coreml_ios/Core ML Demo/Base.lproj/Main.storyboard 4KB
  116. Code/Chapter06/README.md 4KB
  117. Code/Chapter06/plot_utils.py 4KB
  118. Code/Chapter07/plot_utils.py 4KB
  119. Code/Chapter09/tfjs/index.js 4KB
  120. Code/Chapter04/classification_utils.py 4KB
  121. Code/Chapter06/tf_math.py 4KB
  122. Code/Chapter07/tf_math.py 4KB
  123. Code/Chapter09/tf_lite_android/demo/app/src/main/res/layout-land/fragment_camera2_basic.xml 4KB
  124. Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/BorderedText.java 4KB
  125. Code/Chapter07/fcn.py 4KB
  126. Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-hdpi/ic_launcher.png 4KB
  127. Code/Chapter06/fcn.py 3KB
  128. Code/Chapter04/README.md 3KB
  129. Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifierFloatInception.java 3KB
  130. Code/Chapter09/tfjs/static/face_detection/tiny_face_detector_model-weights_manifest.json 3KB
  131. Code/Chapter04/keras_custom_callbacks.py 3KB
  132. Code/Chapter01/neuron.py 3KB
  133. Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifierQuantizedMobileNet.java 3KB
  134. Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/ImageClassifierFloatMobileNet.java 3KB
  135. Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/AutoFitTextureView.java 2KB
  136. Code/Chapter09/tf_lite_android/demo/README.md 2KB
  137. Code/Chapter09/tf_lite_android/demo/gradlew.bat 2KB
  138. Code/Chapter09/coreml_ios/Core ML Demo/AppDelegate.swift 2KB
  139. Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Array.swift 2KB
  140. Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Predictions.swift 2KB
  141. Code/Chapter09/tf_lite_android/demo/app/src/main/AndroidManifest.xml 2KB
  142. Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-mdpi/ic_launcher.png 2KB
  143. Code/Chapter01/README.md 2KB
  144. Code/Chapter09/coreml_ios/Core ML Demo/Base.lproj/LaunchScreen.storyboard 2KB
  145. Code/Chapter09/tf_lite_android/demo/app/build.gradle 2KB
  146. Code/Chapter09/tfjs/serve.sh 2KB
  147. Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/OverlayView.java 2KB
  148. Code/Chapter09/coreml_ios/Core ML Demo/Assets.xcassets/AppIcon.appiconset/Contents.json 2KB
  149. Code/Chapter03/README.md 2KB
  150. Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/GpuDelegateHelper.java 2KB
  151. Code/Chapter09/coreml_ios/Core ML Demo/Info.plist 1KB
  152. Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/strings.xml 1KB
  153. Code/Chapter09/tfjs/index.html 1KB
  154. Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/template-styles.xml 1KB
  155. Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/MLMultiArray+Image.swift 1KB
  156. Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Math.swift 1KB
  157. Code/Chapter09/tf_lite_android/demo/app/src/main/BUILD 1KB
  158. Code/Chapter09/tf_lite_android/demo/app/src/main/java/me/ndres/tflitedemo/CameraActivity.java 1KB
  159. Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/template-dimens.xml 1KB
  160. Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/base-strings.xml 1KB
  161. Code/Chapter09/tf_lite_android/demo/app/src/main/res/layout/activity_camera.xml 953B
  162. Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-xxhdpi/ic_action_info.png 952B
  163. Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/styles.xml 925B
  164. Code/Chapter09/README.md 907B
  165. Code/Chapter09/tf_lite_android/demo/app/src/main/res/values-sw600dp/template-styles.xml 876B
  166. Code/Chapter09/tf_lite_android/demo/app/src/main/res/values/colors.xml 860B
  167. Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/Info.plist 859B
  168. Code/Chapter09/tfjs/package.json 849B
  169. Code/Chapter09/tf_lite_android/demo/app/src/main/res/values-sw600dp/template-dimens.xml 802B
  170. Code/Chapter09/tf_lite_android/demo/app/src/main/res/values-v21/base-template-styles.xml 768B
  171. Code/Chapter05/convert.py 759B
  172. Code/Chapter09/tf_lite_android/demo/gradle.properties 730B
  173. Code/Chapter09/tf_lite_android/demo/app/src/main/res/values-v11/template-styles.xml 726B
  174. Code/Chapter09/tf_lite_android/demo/app/src/main/res/values-v21/base-colors.xml 658B
  175. Code/Chapter05/coco.names 625B
  176. Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-xhdpi/ic_action_info.png 611B
  177. Code/Chapter09/tf_lite_android/demo/app/src/main/res/layout/listview_row.xml 552B
  178. Code/Chapter09/coreml_ios/Podfile.lock 548B
  179. Code/Chapter09/coreml_ios/Core ML Demo/CoreMLHelpers/CoreMLHelpers.h 533B
  180. Code/Chapter09/tf_lite_android/demo/build.gradle 515B
  181. Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-hdpi/ic_action_info.png 490B
  182. Code/Chapter09/tf_lite_android/demo/.gitignore 451B
  183. Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable/item_selector.xml 411B
  184. Code/.gitignore 383B
  185. Code/Chapter05/README.md 371B
  186. Code/Chapter09/coreml_ios/Podfile 356B
  187. Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-mdpi/ic_action_info.png 320B
  188. Code/Chapter09/coreml_ios/Core ML Demo.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist 238B
  189. Code/Chapter09/coreml_ios/Core ML Demo.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist 238B
  190. Code/Chapter09/tf_lite_android/demo/gradle/wrapper/gradle-wrapper.properties 233B
  191. Code/Chapter09/coreml_ios/Core ML Demo.xcworkspace/contents.xcworkspacedata 230B
  192. Code/Chapter09/tfjs/.babelrc 221B
  193. Code/Chapter09/tf_lite_android/demo/app/src/main/assets/BUILD 196B
  194. Code/Chapter02/README.md 188B
  195. Code/Chapter09/coreml_ios/Core ML Demo.xcodeproj/project.xcworkspace/contents.xcworkspacedata 157B
  196. Code/Chapter09/tf_lite_android/demo/app/src/main/res/drawable-hdpi/tile.9.png 116B
  197. Code/banner_images/README.md 113B
  198. Code/Chapter09/coreml_ios/Core ML Demo/Assets.xcassets/Contents.json 62B
  199. Code/README.txt 60B
  200. Code/Chapter09/tf_lite_android/demo/app/src/main/assets/labels_emotion.txt 48B
  201. Code/Chapter09/.gitignore 32B
  202. Code/Chapter09/tfjs/.gitignore 25B
  203. Code/Chapter09/tf_lite_android/demo/settings.gradle 15B
  204. Code/Chapter09/coreml_ios/.gitignore 11B
  205. Code/Chapter05/.gitignore 8B
  206. Code/Chapter03/__init__.py 1B
  207. Code/Chapter01/__init__.py 0B
  208. Code/Chapter04/__init__.py 0B
  209. Code/Chapter06/__init__.py 0B