| <?xml version="1.0" encoding="UTF-8" standalone="no" ?> |
| <package schemaVersion="1.7.2" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="PACK.xsd"> |
| <name>ml-embedded-eval-kit-uc-api</name> |
| |
| <description>ML sample use case APIs derived from ml-embedded-eval-kit</description> |
| |
| <vendor>ARM</vendor> |
| |
| <license>LICENSE_APACHE_2.0.txt</license> |
| |
| <url>https://git.mlplatform.org/ml/ethos-u/ml-embedded-evaluation-kit.git/plain/resources/cmsis-packs/</url> |
| |
| <requirements> |
| <packages> |
| <package name="tensorflow-lite-micro" vendor="tensorflow" version="1.22.5-rc4"/> |
| <package name="CMSIS" vendor="ARM" version="5.9.0"/> |
| </packages> |
| </requirements> |
| |
| <releases> |
| <release date="2022-09-29" version="22.8.0-Beta">Beta release package</release> |
| </releases> |
| |
| <taxonomy> |
| <description Cclass="ML Eval Kit" doc="https://review.mlplatform.org/plugins/gitiles/ml/ethos-u/ml-embedded-evaluation-kit/+/refs/heads/main/Readme.md">A collection of end-to-end examples provided by Arm for Arm Cortex-M CPU and Arm Ethos-U NPU targets.</description> |
| </taxonomy> |
| |
| <conditions> |
| <condition id="arm_math Condition"> |
| <require Cclass="CMSIS" Cgroup="DSP"/> |
| </condition> |
| <condition id="common_api Condition"> |
| <require Cclass="ML Eval Kit" Cgroup="Common" Csub="Math"/> |
| <require Cclass="ML Eval Kit" Cgroup="Common" Csub="Log"/> |
| <require Cclass="Machine Learning" Cgroup="TensorFlow"/> |
| </condition> |
| <condition id="ad_api Condition"> |
| <require Cclass="ML Eval Kit" Cgroup="Common" Csub="API"/> |
| </condition> |
| <condition id="asr_api Condition"> |
| <require Cclass="ML Eval Kit" Cgroup="Common" Csub="API"/> |
| </condition> |
| <condition id="img_class_api Condition"> |
| <require Cclass="ML Eval Kit" Cgroup="Common" Csub="API"/> |
| </condition> |
| <condition id="inference_runner_api Condition"> |
| <require Cclass="ML Eval Kit" Cgroup="Common" Csub="API"/> |
| </condition> |
| <condition id="kws_api Condition"> |
| <require Cclass="ML Eval Kit" Cgroup="Common" Csub="API"/> |
| </condition> |
| <condition id="noise_reduction_api Condition"> |
| <require Cclass="ML Eval Kit" Cgroup="Common" Csub="API"/> |
| </condition> |
| <condition id="object_detection_api Condition"> |
| <require Cclass="ML Eval Kit" Cgroup="Common" Csub="API"/> |
| </condition> |
| <condition id="vww_api Condition"> |
| <require Cclass="ML Eval Kit" Cgroup="Common" Csub="API"/> |
| </condition> |
| </conditions> |
| |
| <components> |
| <component Cclass="ML Eval Kit" Cgroup="Common" Csub="Log" Cversion="1.0.0"> |
| <description>Logging header-only utility</description> |
| <files> |
| <file category="include" name="source/log/include/"/> |
| </files> |
| </component> |
| <component Cclass="ML Eval Kit" Cgroup="Common" Csub="Math" Cversion="1.0.0" condition="arm_math Condition"> |
| <description>Math function helpers dependent on CMSIS-DSP.</description> |
| <files> |
| <file category="source" name="source/math/PlatformMath.cc"/> |
| <file category="include" name="source/log/include/"/> |
| <file category="include" name="source/math/include/"/> |
| </files> |
| </component> |
| <component Cclass="ML Eval Kit" Cgroup="Common" Csub="API" Cversion="1.0.0" condition="common_api Condition"> |
| <description>Common API</description> |
| <files> |
| <file category="source" name="source/application/api/common/source/Classifier.cc"/> |
| <file category="source" name="source/application/api/common/source/ImageUtils.cc"/> |
| <file category="source" name="source/application/api/common/source/Mfcc.cc"/> |
| <file category="source" name="source/application/api/common/source/Model.cc"/> |
| <file category="source" name="source/application/api/common/source/TensorFlowLiteMicro.cc"/> |
| <file category="include" name="source/application/api/common/include/"/> |
| </files> |
| </component> |
| <component Cclass="ML Eval Kit" Cgroup="Vibration" Csub="Anomaly detection" Cversion="1.0.0" condition="ad_api Condition"> |
| <description>Anomaly detection use case API.</description> |
| <files> |
| <file category="source" name="source/application/api/use_case/ad/src/AdMelSpectrogram.cc"/> |
| <file category="source" name="source/application/api/use_case/ad/src/AdModel.cc"/> |
| <file category="source" name="source/application/api/use_case/ad/src/AdProcessing.cc"/> |
| <file category="source" name="source/application/api/use_case/ad/src/MelSpectrogram.cc"/> |
| <file category="include" name="source/application/api/use_case/ad/include/"/> |
| </files> |
| </component> |
| <component Cclass="ML Eval Kit" Cgroup="Voice" Csub="Automatic speech recognition" Cversion="1.0.0" condition="asr_api Condition"> |
| <description>ASR use case API.</description> |
| <files> |
| <file category="source" name="source/application/api/use_case/asr/src/AsrClassifier.cc"/> |
| <file category="source" name="source/application/api/use_case/asr/src/OutputDecode.cc"/> |
| <file category="source" name="source/application/api/use_case/asr/src/Wav2LetterMfcc.cc"/> |
| <file category="source" name="source/application/api/use_case/asr/src/Wav2LetterModel.cc"/> |
| <file category="source" name="source/application/api/use_case/asr/src/Wav2LetterPostprocess.cc"/> |
| <file category="source" name="source/application/api/use_case/asr/src/Wav2LetterPreprocess.cc"/> |
| <file category="include" name="source/application/api/use_case/asr/include/"/> |
| </files> |
| </component> |
| <component Cclass="ML Eval Kit" Cgroup="Vision" Csub="Image classification" Cversion="1.0.0" condition="img_class_api Condition"> |
| <description>Image classification use case API.</description> |
| <files> |
| <file category="source" name="source/application/api/use_case/img_class/src/ImgClassProcessing.cc"/> |
| <file category="source" name="source/application/api/use_case/img_class/src/MobileNetModel.cc"/> |
| <file category="source" name="source/math/PlatformMath.cc"/> |
| <file category="include" name="source/application/api/use_case/img_class/include/"/> |
| <file category="include" name="source/log/include/"/> |
| <file category="include" name="source/math/include/"/> |
| </files> |
| </component> |
| <component Cclass="ML Eval Kit" Cgroup="Generic" Csub="Inference runner" Cversion="1.0.0" condition="inference_runner_api Condition"> |
| <description>Generic inference runner use case API.</description> |
| <files> |
| <file category="source" name="source/application/api/use_case/inference_runner/src/TestModel.cc"/> |
| <file category="source" name="source/math/PlatformMath.cc"/> |
| <file category="include" name="source/application/api/use_case/inference_runner/include/"/> |
| <file category="include" name="source/log/include/"/> |
| <file category="include" name="source/math/include/"/> |
| </files> |
| </component> |
| <component Cclass="ML Eval Kit" Cgroup="Voice" Csub="Keyword spotting" Cversion="1.0.0" condition="kws_api Condition"> |
| <description>KWS use case API.</description> |
| <files> |
| <file category="source" name="source/application/api/use_case/kws/src/KwsProcessing.cc"/> |
| <file category="source" name="source/application/api/use_case/kws/src/MicroNetKwsModel.cc"/> |
| <file category="source" name="source/math/PlatformMath.cc"/> |
| <file category="include" name="source/application/api/use_case/kws/include/"/> |
| <file category="include" name="source/log/include/"/> |
| <file category="include" name="source/math/include/"/> |
| </files> |
| </component> |
| <component Cclass="ML Eval Kit" Cgroup="Voice" Csub="Noise reduction" Cversion="1.0.0" condition="noise_reduction_api Condition"> |
| <description>RNN Noise use case API.</description> |
| <files> |
| <file category="source" name="source/application/api/use_case/noise_reduction/src/RNNoiseFeatureProcessor.cc"/> |
| <file category="source" name="source/application/api/use_case/noise_reduction/src/RNNoiseModel.cc"/> |
| <file category="source" name="source/application/api/use_case/noise_reduction/src/RNNoiseProcessing.cc"/> |
| <file category="source" name="source/math/PlatformMath.cc"/> |
| <file category="include" name="source/application/api/use_case/noise_reduction/include/"/> |
| <file category="include" name="source/log/include/"/> |
| <file category="include" name="source/math/include/"/> |
| </files> |
| </component> |
| <component Cclass="ML Eval Kit" Cgroup="Vision" Csub="Object detection" Cversion="1.0.0" condition="object_detection_api Condition"> |
| <description>Object detection use case API.</description> |
| <files> |
| <file category="source" name="source/application/api/use_case/object_detection/src/DetectorPostProcessing.cc"/> |
| <file category="source" name="source/application/api/use_case/object_detection/src/DetectorPreProcessing.cc"/> |
| <file category="source" name="source/application/api/use_case/object_detection/src/YoloFastestModel.cc"/> |
| <file category="source" name="source/math/PlatformMath.cc"/> |
| <file category="include" name="source/application/api/use_case/object_detection/include/"/> |
| <file category="include" name="source/log/include/"/> |
| <file category="include" name="source/math/include/"/> |
| </files> |
| </component> |
| <component Cclass="ML Eval Kit" Cgroup="Vision" Csub="Person detection" Cversion="1.0.0" condition="vww_api Condition"> |
| <description>Visual wake word use case API.</description> |
| <files> |
| <file category="source" name="source/application/api/use_case/vww/src/VisualWakeWordModel.cc"/> |
| <file category="source" name="source/application/api/use_case/vww/src/VisualWakeWordProcessing.cc"/> |
| <file category="source" name="source/math/PlatformMath.cc"/> |
| <file category="include" name="source/application/api/use_case/vww/include/"/> |
| <file category="include" name="source/log/include/"/> |
| <file category="include" name="source/math/include/"/> |
| </files> |
| </component> |
| </components> |
| </package> |
| |