{ "cmd": "./classification --graph=$#local_path#$/openscience/data/37512004e52a2e50/model/mobilenet_v2_0.35_96.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 v2 0.35 96 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": 0.455, "accuracy_top5": 0.704, "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": 6707684, "filename": "mobilenet_v2_0.35_96.tflite", "md5": "4f808a4ec483447f8c659297f478e485", "model_weights": "yes", "path": "data/37512004e52a2e50/model", "url": "http://cKnowledge.org/ai/data/mobilenet_v2_0.35_96.tflite" } ], "min_os_ver": [ 5 ], "model": "MobileNets v2 0.35 96", "model_accuracy_url": "https://github.com/tensorflow/models/blob/5bb9e6f349e22270420dd637f3fa89260ab5b441/research/slim/nets/mobilenet/README.md", "outdated": "no", "supported_abi": [ "arm64-v8a", "armeabi-v7a" ], "title": "TFLite CPU: MobileNets v2 0.35 96" }
{}