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tflite-mobilenet-v1-0.75-160-android-recognize-image

Added by: Grigori Fursin
Date: 2018-06-22 11:48:26.071464
License: See CK LICENSE.txt for licensing details
Module: experiment.scenario.mobile
Repo: ck-crowd-scenarios
CID (DOI-like distributed ID): 65477d547a49dd2c:ac54847ac645bb4f

Cross-linking (dependencies):

Meta:
{
  "cmd": "./classification --graph=$#local_path#$/openscience/data/37512004e52a2e50/model/mobilenet_v1_0.75_160.tflite  --image=$#image#$ --labels=$#local_path#$/openscience/data/37512004e52a2e50/labels/labels.txt", 
  "desc": "crowd-benchmarking image recognition using TFLite Android library for CPU and MobileNets v1 0.75 160 model", 
  "engine": "TFLite CPU", 
  "engine_meta": {
    "arm64-v8a": {
      "deps_versions": {
        "compiler": {
          "iso_datetime_cut_revision": "", 
          "revision": "", 
          "tags": "compiler,lang-cpp", 
          "version": "4.9.x"
        }, 
        "libjpeg": {
          "iso_datetime_cut_revision": "20151102-6c0fcb8", 
          "revision": "6c0fcb8", 
          "tags": "lib,libjpeg", 
          "version": "20151002-6c0fcb8"
        }, 
        "library": {
          "iso_datetime_cut_revision": "", 
          "revision": "", 
          "tags": "lib,tensorflow-lite,vstatic", 
          "version": "1.7"
        }, 
        "xopenme": {
          "iso_datetime_cut_revision": "", 
          "revision": "", 
          "tags": "lib,xopenme", 
          "version": "0.3"
        }
      }, 
      "program_version": "1.0.0"
    }, 
    "armeabi-v7a": {
      "deps_versions": {
        "compiler": {
          "iso_datetime_cut_revision": "", 
          "revision": "", 
          "tags": "compiler,lang-cpp", 
          "version": "4.9.x"
        }, 
        "libjpeg": {
          "iso_datetime_cut_revision": "20151102-6c0fcb8", 
          "revision": "6c0fcb8", 
          "tags": "lib,libjpeg", 
          "version": "20151002-6c0fcb8"
        }, 
        "library": {
          "iso_datetime_cut_revision": "", 
          "revision": "", 
          "tags": "lib,tensorflow-lite,vstatic", 
          "version": "1.7"
        }, 
        "xopenme": {
          "iso_datetime_cut_revision": "", 
          "revision": "", 
          "tags": "lib,xopenme", 
          "version": "0.3"
        }
      }, 
      "program_version": "1.0.0"
    }
  }, 
  "features": {
    "accuracy": 0.653, 
    "accuracy_top5": 0.86, 
    "fixed_batch_size": 1
  }, 
  "files": [
    {
      "copy_to_app_space": "yes", 
      "executable": "yes", 
      "file_size": 7285024, 
      "filename": "classification", 
      "from_data_uoa": "fc3c441a959a8d4c", 
      "md5": "e6f67aefa701129938a5929f5fcdf62f", 
      "path": "code/73d14b598cc3c16d/arm64-v8a", 
      "supported_abi": [
        "arm64-v8a"
      ]
    }, 
    {
      "copy_to_app_space": "yes", 
      "executable": "yes", 
      "file_size": 5493548, 
      "filename": "classification", 
      "from_data_uoa": "fc3c441a959a8d4c", 
      "md5": "9b72aa1c181bed430e65cb72f21f6777", 
      "path": "code/c2f540c84378838d/armeabi-v7a", 
      "supported_abi": [
        "armeabi-v7a"
      ]
    }, 
    {
      "copy_to_app_space": "yes", 
      "executable": "yes", 
      "file_size": 12952, 
      "filename": "librtlxopenme.so", 
      "from_data_uoa": "fc3c441a959a8d4c", 
      "library": "yes", 
      "md5": "6ee80b85d45cbe68a77fb237819e9a5c", 
      "path": "code/434894448bf903ac/arm64-v8a", 
      "supported_abi": [
        "arm64-v8a"
      ]
    }, 
    {
      "copy_to_app_space": "yes", 
      "executable": "yes", 
      "file_size": 18092, 
      "filename": "librtlxopenme.so", 
      "from_data_uoa": "fc3c441a959a8d4c", 
      "library": "yes", 
      "md5": "e122fef36591552088200a8e167b4864", 
      "path": "code/434894448bf903ac/armeabi-v7a", 
      "supported_abi": [
        "armeabi-v7a"
      ]
    }, 
    {
      "default_image": "yes", 
      "file_size": 7519011, 
      "filename": "mouse1.jpg", 
      "from_data_uoa": "c554224c41993982", 
      "md5": "80e515155abbfe5e2f31ffcb90d40f48", 
      "path": "data/6a8ac49e4891b63d/demo"
    }, 
    {
      "file_size": 10484, 
      "filename": "labels.txt", 
      "from_data_uoa": "fc3c441a959a8d4c", 
      "md5": "295d81f0039772b0c909237eb803b42d", 
      "path": "data/37512004e52a2e50/labels"
    }, 
    {
      "file_size": 10325016, 
      "filename": "mobilenet_v1_0.75_160.tflite", 
      "md5": "f83781f8b58f83a95663da0601227aed", 
      "model_weights": "yes", 
      "path": "data/37512004e52a2e50/model", 
      "url": "http://cKnowledge.org/ai/data/mobilenet_v1_0.75_160.tflite"
    }
  ], 
  "min_os_ver": [
    5
  ], 
  "model": "MobileNets v1 0.75 160", 
  "model_accuracy_url": "https://github.com/tensorflow/models/blob/fe1857cd55b9a8e064ed849405276338ae720659/research/slim/nets/mobilenet_v1.md", 
  "outdated": "no", 
  "supported_abi": [
    "arm64-v8a", 
    "armeabi-v7a"
  ], 
  "title": "TFLite CPU: MobileNets v1 0.75 160"
}

API desc:
{}

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Developed by Grigori Fursin           
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