所以最近根据这个comment tensorflow lite 现在支持 用于对象检测的 mobilenet_ssd。这是伟大的.. 我设法用 bazel 构建和运行演示，但最初我想用 Android Studio 来做。不幸的是我做不到。
这是我得到的错误：
Error:Plugin with id 'com.android.application' not found.
通读 cmets，似乎我不是唯一对此感到困惑的人。有解决方案吗？或者目前没有针对此特定更新的 gradle 支持？
非常感谢任何可以澄清这个问题的信息，因为我还是人工智能世界的新手。
【问题讨论】：
标签： android android-studio machine-learning tensorflow-lite
以下是在 Bazel（方法 1）和 Gradle（方法 2）中构建和运行以下（2018 年 8 月 22 日）TensorFlow Lite Android 示例的说明；
（例如对象检测/ssd 模型；detect.tflite[/mobilenet_ssd.tflite]/coco_labels_list.txt）
git clone https://github.com/tensorflow/tensorflowcd tensorflowgit checkout master / 938a3b77797164db736a1006a7656326240baa59
gedit WORKSPACE，并添加对android_sdk_repository和android_ndk_repository的引用；
android_sdk_repository(
name = "androidsdk",
api_level = 28,
build_tools_version = "28.0.1",
# Replace with path to Android SDK on your system
path = "/[INSERTCORRECTPATHHERE]/android-sdk-linux",
)
android_ndk_repository(
name="androidndk",
path="/[INSERTCORRECTPATHHERE]/android-ndk-r14b",
api_level=28)
[这可以防止以下错误：
ERROR: /.../tensorflow/contrib/lite/kernels/internal/BUILD:620:1: no such package '@androidndk//': The repository could not be resolved and referenced by '//tensorflow/contrib/lite/kernels/internal:cpu_check'
ERROR: Analysis of target '//tensorflow/contrib/lite/examples/android:tflite_demo' failed; build aborted: Analysis failed
FAILED: Build did NOT complete successfully (60 packages loaded)]
[注意根据https://medium.com/tensorflow/training-and-serving-a-realtime-mobile-object-detector-in-30-minutes-with-cloud-tpus-b78971cf1193，Bazel需要android-ndk-r14b]
bazel build -c opt --config=android_arm --cxxopt='--std=c++11' //tensorflow/contrib/lite/examples/android:tflite_demoadb install bazel-bin/tensorflow/contrib/lite/examples/android/tflite_demo.apkgit clone https://github.com/tensorflow/tensorflowcd tensorflowgit checkout master / 938a3b77797164db736a1006a7656326240baa59
修改app/build.gradle；
jackOptions { enabled true }
compile 'org.tensorflow:tensorflow-lite:0.0.0-nightly' 更改为compile 'org.tensorflow:tensorflow-lite:1.10.0' [最新工作版本]（或compile 'org.tensorflow:tensorflow-lite:+'
[这可以防止以下错误：
08-22 05:03:19.470 24480-24480/org.tensorflow.lite.demo W/System.err: TensorFlowLite: failed to load native library: dlopen failed: cannot locate symbol "__android_log_vprint" referenced by "/data/app/org.tensorflow.lite.demo-2/lib/arm/libtensorflowlite_jni.so"...
08-22 02:48:55.728 29643-29643/org.tensorflow.lite.demo E/art: No implementation found for long org.tensorflow.lite.NativeInterpreterWrapper]
Gradle 同步
注意是否在运行时抛出错误，例如;
Unknown failure (at android.os.Binder.execTransact(Binder.java:573))
Error while Installing APKs
...
Installation failed with message Invalid File: /.../app/build/intermediates/split-apk/debug/slices/slice_5.apk.
It is possible that this issue is resolved by uninstalling an existing version of the apk if it is present, and then re-installing.
WARNING: Uninstalling will remove the application data!
Do you want to uninstall the existing application?
然后尝试以下方法之一；
[编辑：
要使可选的对象跟踪工作，需要安装libtensorflow_demo.so；
libtensorflow_demo.so 的 Android 示例的工作版本
libtensorflow_demo.so 现在需要从 Android 设备上安装的 apk 中提取出来/data/app/org.tensorflow.lite.demo/lib/arm - 右键单击 libtensorflow_demo.so - 另存为 - 保存到硬盘上的临时文件夹tensorflow/contrib/lite/examples/android/app/src/main/jniLibs
jniLibs/arm64-v8a、jniLibs/armeabi-v7a、jniLibs/x86、jniLibs/x86_64）libtensorflow_demo.so 放在所有子文件夹中tensorflow/contrib/lite/examples/android
（例如分类模型；mobilenet_quant_v1_224.tflite/labels_mobilenet_quant_v1_224.txt）
说明基于； https://www.tensorflow.org/mobile/tflite/demo_android
见https://www.tensorflow.org/mobile/tflite/demo_android/https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/lite/java/demo/README.md（未测试）
git clone https://github.com/tensorflow/tensorflowcd tensorflowgit checkout master / 938a3b77797164db736a1006a7656326240baa59
androidTestCompile('androidx.test.espresso:espresso-core:3.1.0-alpha3' 更改为androidTestCompile('com.android.support.test.espresso:espresso-core:3.0.2'
compile 'org.tensorflow:tensorflow-lite:0.0.0-nightly' 更改为compile 'org.tensorflow:tensorflow-lite:1.10.0' [最新工作版本]（或compile 'org.tensorflow:tensorflow-lite:+'
[这可以防止以下错误：
08-22 05:03:19.470 24480-24480/org.tensorflow.lite.demo W/System.err: TensorFlowLite: failed to load native library: dlopen failed: cannot locate symbol "__android_log_vprint" referenced by "/data/app/org.tensorflow.lite.demo-2/lib/arm/libtensorflowlite_jni.so"...
08-22 02:48:55.728 29643-29643/org.tensorflow.lite.demo E/art: No implementation found for long org.tensorflow.lite.NativeInterpreterWrapper]
[请求选择时； '添加 Maven 存储库并同步项目']
【讨论】：