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author | Éanna Ó Catháin <eanna.ocathain@arm.com> | 2021-09-15 09:32:30 +0100 |
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committer | Kshitij Sisodia <kshitij.sisodia@arm.com> | 2021-09-16 16:01:23 +0100 |
commit | 8f9588721cbb7356b03a714c97d6b3a9a6e89438 (patch) | |
tree | 1ca19d31958081c09f360d91e15fefb6e38b3992 /source/use_case/vww/usecase.cmake | |
parent | e6588f620c648dd0492f6133152855d77c672568 (diff) | |
download | ml-embedded-evaluation-kit-8f9588721cbb7356b03a714c97d6b3a9a6e89438.tar.gz |
MLECO-2082: Adding visual wake word use case21.08
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>
Diffstat (limited to 'source/use_case/vww/usecase.cmake')
-rw-r--r-- | source/use_case/vww/usecase.cmake | 62 |
1 files changed, 62 insertions, 0 deletions
diff --git a/source/use_case/vww/usecase.cmake b/source/use_case/vww/usecase.cmake new file mode 100644 index 0000000..9a732b7 --- /dev/null +++ b/source/use_case/vww/usecase.cmake @@ -0,0 +1,62 @@ +# Copyright (c) 2021 Arm Limited. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +USER_OPTION(${use_case}_FILE_PATH "Directory with custom image files, or path to a single image file, to use in the evaluation application" + ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/samples/ + PATH_OR_FILE) + +USER_OPTION(${use_case}_IMAGE_SIZE "Square image size in pixels. Images will be resized to this size." + 128 + STRING) + +USER_OPTION(${use_case}_LABELS_TXT_FILE "Labels' txt file for the chosen model" + ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/labels/visual_wake_word_labels.txt + FILEPATH) + +USER_OPTION(${use_case}_ACTIVATION_BUF_SZ "Activation buffer size for the chosen model" + 0x00200000 + STRING) + +if (ETHOS_U55_ENABLED) + set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/vww4_128_128_INT8_vela_H128.tflite) +else() + set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/vww4_128_128_INT8.tflite) +endif() + +USER_OPTION(${use_case}_MODEL_TFLITE_PATH "NN models file to be used in the evaluation application. Model files must be in tflite format." + ${DEFAULT_MODEL_PATH} + FILEPATH) + +# Generate model file +generate_tflite_code( + MODEL_PATH ${${use_case}_MODEL_TFLITE_PATH} + DESTINATION ${SRC_GEN_DIR} +) + +# Generate labels file +set(${use_case}_LABELS_CPP_FILE Labels) +generate_labels_code( + INPUT "${${use_case}_LABELS_TXT_FILE}" + DESTINATION_SRC ${SRC_GEN_DIR} + DESTINATION_HDR ${INC_GEN_DIR} + OUTPUT_FILENAME "${${use_case}_LABELS_CPP_FILE}" +) + +# Generate input files +generate_images_code("${${use_case}_FILE_PATH}" + ${SRC_GEN_DIR} + ${INC_GEN_DIR} + "${${use_case}_IMAGE_SIZE}") |