Deadline-Driven| Chasers of the Lost Data
Team Updates
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| #!/bin/bash | |
| INPUT_FILE=$1 | |
| if [ -z"$INPUT_FILE" ]; | |
| then | |
| echo"Usage: ./execute_process.sh <Input image path>" | |
| else | |
| echo"Input File: " | |
| echo$INPUT_FILE | |
| cd src/utils | |
| python preprocess_img.py --input_image $INPUT_FILE --output_filename target.bin | |
| mv target.bin ../../res | |
| cd ../../ | |
| adb wait-for-device | |
| adb push res/nasa_srmodel.tflite /data/local/tmp | |
| adb push res/target.bin /data/local/tmp/target.bin | |
| adb push build/SR_visionrecovery /data/local/tmp | |
| adb shell /data/local/tmp/SR_visionrecovery | |
| adb pull /data/local/tmp/result.bin res/result.bin | |
| cd src/utils | |
| python postprocess_img.py --input_data "../../res/result.bin" --output_file "recover.png" | |
| fi |
L
Lien Ching
comparison
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Chi-Lin Hsieh
The recover image looks good
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Lien ChingPixelShuffle will cause the transpose input shape to 6D, which can't be compute in tensorflow lite
Try to use ConvTranspose2d to replace it
L
Lien Ching This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode characters
| CMAKE_MINIMUM_REQUIRED(VERSION 2.8) | |
| PROJECT("deadline-driven_NASA2019") | |
| SET(NDK_STANDALONE_TOOLCHAIN ../android-ndk-toolchain-arm64) | |
| SET(CMAKE_C_COMPILER ${NDK_STANDALONE_TOOLCHAIN}/bin/aarch64-linux-android-gcc) | |
| SET(CMAKE_CXX_COMPILER ${NDK_STANDALONE_TOOLCHAIN}/bin/aarch64-linux-android-g++) | |
| SET(SYSROOT ${NDK_STANDALONE_TOOLCHAIN}/sysroot) | |
| SET(CMAKE_FIND_ROOT_PATH ${NDK_STANDALONE_TOOLCHAIN}) | |
| SET(CMAKE_C_FLAGS "${LINUX_FLAGS} -D__ANDROID_LINUX__ -Wno-attributes --sysroot=${SYSROOT}") | |
| SET(CMAKE_CXX_FLAGS"${LINUX_FLAGS} -D__ANDROID_LINUX__ -Wno-attributes --sysroot=${SYSROOT} ") | |
| LINK_DIRECTORIES(${CMAKE_CURRENT_LIST_DIR}/libs/arm64) | |
| SET(CMAKE_EXE_LINKER_FLAGS"${CMAKE_EXE_LINKER_FLAGS} -fPIE -pie") | |
| SET(CMAKE_CXX_FLAGS"${CMAKE_CXX_FLAGS} -std=c++14") | |
| set(CMAKE_CXX_FLAGS"${CMAKE_CXX_FLAGS} -ldl") | |
| ADD_EXECUTABLE(SR_visionrecovery src/TFLiteSR.cpp) | |
| TARGET_LINK_LIBRARIES(SR_visionrecovery -lz -llog) | |
| TARGET_LINK_LIBRARIES(SR_visionrecovery neuralnetworks) |
L
Lien Ching
Deploying on NeuroPilot, but the model still need some modification
L
Lien Ching
ONNX2TFLite Success!!
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Lien ChingProject Github: https://github.com/Deadline-Driven/NASA2019_Projec...
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Lien Ching