| #---------------------------------------------------------------------------- |
| # Copyright (c) 2022 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 to use, or path to a single image, in the evaluation application" |
| ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/samples/ |
| PATH_OR_FILE) |
| |
| USER_OPTION(${use_case}_IMAGE_SIZE "Square image size in pixels. Images will be resized to this size." |
| 192 |
| STRING) |
| |
| USER_OPTION(${use_case}_ANCHOR_1 "First anchor array estimated during training." |
| "{38, 77, 47, 97, 61, 126}" |
| STRING) |
| |
| USER_OPTION(${use_case}_ANCHOR_2 "Second anchor array estimated during training." |
| "{14, 26, 19, 37, 28, 55 }" |
| STRING) |
| |
| USER_OPTION(${use_case}_CHANNELS_IMAGE_DISPLAYED "Channels' image displayed on the LCD. Select 1 if grayscale, 3 if RGB." |
| 3 |
| BOOL) |
| |
| # Generate input files |
| generate_images_code("${${use_case}_FILE_PATH}" |
| ${SRC_GEN_DIR} |
| ${INC_GEN_DIR} |
| "${${use_case}_IMAGE_SIZE}") |
| |
| USER_OPTION(${use_case}_ACTIVATION_BUF_SZ "Activation buffer size for the chosen model" |
| 0x00082000 |
| STRING) |
| |
| if (ETHOS_U_NPU_ENABLED) |
| set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/yolo-fastest_192_face_v4_vela_${ETHOS_U_NPU_CONFIG_ID}.tflite) |
| else() |
| set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/yolo-fastest_192_face_v4.tflite) |
| endif() |
| |
| set(${use_case}_ORIGINAL_IMAGE_SIZE |
| ${${use_case}_IMAGE_SIZE} |
| CACHE STRING |
| "Original image size - for the post processing step to upscale the box co-ordinates.") |
| |
| set(EXTRA_MODEL_CODE |
| "extern const int originalImageSize = ${${use_case}_ORIGINAL_IMAGE_SIZE};" |
| "extern const int channelsImageDisplayed = ${${use_case}_CHANNELS_IMAGE_DISPLAYED};" |
| "/* NOTE: anchors are different for any given input model size, estimated during training phase */" |
| "extern const float anchor1[] = ${${use_case}_ANCHOR_1};" |
| "extern const float anchor2[] = ${${use_case}_ANCHOR_2};" |
| ) |
| |
| 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} |
| EXPRESSIONS ${EXTRA_MODEL_CODE} |
| ) |