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2022-05-04MLECO-3173: Add AD, KWS_ASR and Noise reduction use case API'sRichard Burton
Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: I36f61ce74bf17f7b327cdae9704a22ca54144f37
2022-04-08MLECO-3070: Further HAL cleanup.Kshitij Sisodia
Cleaning up HAL sources by removing unnecessary redirections with function pointers. The "platform packages" under HAL are now streamlined enough to not need any major HAL wrapping (as was the case before). This allows us to have a very thin HAL layer that sits on top of the platform and compnent packs. Also helps in getting rid of "hal platform" pointer being passed around in the code to use any HAL functionality. Change-Id: I04b2057f972aad7a5cfb4a396bcdf147c9f9ef1c Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2022-04-06MLECO-3096: Removing data_acq and data_psnKshitij Sisodia
Further to the HAL refactoring done in previous commits, this CR simpifies HAL by removing data_acq and data_psn "modules". The associated function pointers have been removed. Change-Id: I04c194c08dfe0aff98ce4e0f0f056bac254c137d Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2022-02-14MLECO-2874: Move NMS out of the OD use_caseRichard Burton
* Add ImageUtils * Move image related code from UseCaseCommonUtils to ImageUtils * Move NMS related code to ImageUtils * Delete test specific ImageUtils and use new ImageUtils Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: Icbf5dd9c6a941b0126ecdf69a0c9d9969f22729f
2022-02-10MLECO-2682: CMake and source refactoring.alexander
MLECO-2930: logging macros were extracted from hal.h and used separately around the code. MLECO-2931: arm_math lib introduced, cmsis-dsp removed from top level linkage. MLECO-2915: platform related post-build steps. Change-Id: Id718884e22f262a5c070ded3f3f5d4b048820147 Signed-off-by: alexander <alexander.efremov@arm.com>
2022-01-04MLECO-2835: Remove magic number for ASR-KWSLiam Barry
Replaced ctx.set/get<uint32>(keywordindex) with keyword itself as const std::string& Change-Id: I1811d93548105d6db58e57b88675f9b41e66d914 Signed-off-by: Liam Barry <liam.barry@arm.com>
2021-12-24MLECO-2599: Replace DSCNN with MicroNet for KWSKshitij Sisodia
Added SoftMax function to Mathutils to allow MicroNet to output probability as it does not nativelu have this layer. Minor refactoring to accommodate Softmax Calculations Extensive renaming and updating of documentation and resource download script. Added SoftMax function to Mathutils to allow MicroNet to output probability. Change-Id: I7cbbda1024d14b85c9ac1beea7ca8fbffd0b6eb5 Signed-off-by: Liam Barry <liam.barry@arm.com>
2021-11-25MLECO-2426: Support for new Corstone-300 app note AN552 rev B.Kshitij Sisodia
These changes will limit the use of FPGA internal SRAM from a max of 4MiB to 2MiB and the BRAM from 2MiB to 1MiB. Change-Id: I69c8e695aee26ff4f235bfe83ffd26efbd66f547
2021-10-29MLECO-2512: Minor improvement for helper scripts.Kshitij Sisodia
Python scripts 'build_default.py' and 'set_up_default_resources.py' now allow building for non-default Ethos-U configurations: H32, H64, H256 and Y512. Change-Id: Iefdbf135410396c4dc0be73462644725d4b47910
2021-10-25MLECO-2458 and MLECO-2476 [Fix] VWW IFM quant stepIsabella Gottardi
* Changed image->cc conversion to be similar with preprocessing of img_class and vww models: images are scaled maintaing the aspect ration and then the centre crop of the correct size is taken. * VWW applies input quantization info to the int8 image (prior converted to [0,1] float range). * Changed adult_blur to a image without person. * Fix menu print when selecting a specific ifm to run (Select message was displayed after typing something) Change-Id: Ie6cde7ab4835ea842667b87397458a5d32131df3
2021-10-05MLECO-2395: Allow users to select Ethos-U memory modeIsabella Gottardi
Change-Id: Icf09410f12072e8d7850dd1e540c3243af24ed09
2021-09-16MLECO-2082: Adding visual wake word use case21.08Éanna Ó Catháin
MLECO-2083: Refactoring img_class and visual wake word *Added source files for visual wake word *Added tests *Added docs *Added new images for visual wake word demo *Refactored common functions in img_class, visual wake word and other usecases Change-Id: Ibd25854e19a5517f940a8d3086a5d4835fab89e9 Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
2021-08-12MLECO-1904: Update to use latest TFLuRichard Burton
* Now uses seperate TFLu github repo * Fixes to align with API changes * Update ASR model ops and re-enable ASR inference tests * Set default release level to release_with_logs Signed-off-by: Richard Burton <richard.burton@arm.com> Change-Id: I57612088985dece1413c5c00a6e442381e07dd91
2021-08-05MLECO-2138: Fix line feeding with GCCGeorge Gekov
Signed-off-by: George Gekov <george.gekov@arm.com> Change-Id: I32c05897085554f469bedc55e4e2800788121c55
2021-08-03MLECO-2051: Work with Corstone-300 + Ethos-U65Cisco Cervellera
Change-Id: I64ab930a1de5210f435f91bed7600a700581946f Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-on: https://eu-gerrit-2.euhpc.arm.com/c/ml/ecosystem/ml-embedded-evaluation-kit/+/459126 Tested-by: mlecosys <mlecosys@arm.com> Tested-by: George Gekov <george.gekov@arm.com> Reviewed-by: George Gekov <george.gekov@arm.com> Reviewed-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2021-07-09MLECO-2036: Fix Vela3 documentation references & update Vela .ini configurationGeorge Gekov
Signed-off-by: George Gekov <george.gekov@arm.com> Change-Id: I92b9ab60974ad266246994deae5833f7f374633d
2021-07-08MLECO-1987: Minor refactoring.alexander
ASRSlidingWindow can be used in other use-cases, thus it was renamed to decouple from ASR. Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: I2df977e4f18f490a532e0f27e3625b153ca464d7
2021-05-24MLECO-1948: Fix for SysTick init and GNU's stdoutKshitij Sisodia
The counter val could have been 0 when read the first time quickly after the init function. The init function will now wait for the SysTick counter to start before returning. Also included are some minor changes to get around GNU's file stream implementation being line buffered. Change-Id: I8d51fef5d85f1261a6a5710608349d7ecc19ad62
2021-05-20MLECO-1883: Updating wav2letter modelKshitij Sisodia
Using the new pruned wav2letter model from Arm Model Zoo. The new model when optimised by Vela, produces a tflite file ~10 MB smaller than the current. Change-Id: I4ab6007c5b6111f41d8097e29b2af6cde2abc457
2021-05-18MLECO-1858: Documentation updateIsabella Gottardi
* Removing `_` in front of private functions and member Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Change-Id: I5a5d652f9647ebb16d2d2bd16ab980e73f7be3cf
2021-05-18MLECO-1873: default models are for 128 MAC configalexander
Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: Ic3e940a9d289d649976c4e951ced1473fc31ff3f
2021-05-07MLECO-1860: Support for Arm GNU Embedded ToolchainKshitij Sisodia
This patch enables compilation of ML use cases bare-metal applications using Arm GNU Embedded Toolchain. The GNU toolchain can be used instead of the Arm Compiler that was already supported. The GNU toolchain is also set as the default toolchain when building applications for the MPS3 target. Note: The version of GNU toolchain must be 10.2.1 or higher. Change-Id: I5fff242f0f52d2db6c75d292f9fa990df1aec978 Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
2021-05-07MLECO-1766: Default build flow helper scripts addedIsabella Gottardi
MLECO-1882: Anomaly Detection use-case default model download added and tests updated to run with it. Test data generation cmake logic moved from use-case cmakes to top-level cmake script. Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Change-Id: Ifde469e3585c37b9a53810236a92ce52d4fbb407
2021-05-05If inference fails - exit before printing results.alexander
It was easy to miss error message and mistakenly assume that execution succeeded. Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: I3c7beb5afe97db5df486e12e3bfe0e8e27e382f8
2021-05-04MLECO-1868: Code static analyzer warnings fixesalexander
Signed-off-by: alexander <alexander.efremov@arm.com> Change-Id: Ie423e9cad3fabec6ab077ded7236813fe4933dea
2021-04-23MLECO-1880: Make model zoo commit hash configurable for each modelIsabella Gottardi
Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Change-Id: Ic7bcb0cbf334049ff89e9973e58fd0b3bf463892
2021-04-12MLECO-1870: Cherry pick profiling changes from dev to open source repoIsabella Gottardi
* Documentation update Change-Id: If85e7ebc44498840b291c408f14e66a5a5faa424 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
2021-03-29Opensource ML embedded evaluation kit21.03alexander
Change-Id: I12e807f19f5cacad7cef82572b6dd48252fd61fd
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