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https://github.com/jomjol/AI-on-the-edge-device.git
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58816275e5
* tflite model loading: error handling * FlowAlignment: error handling * CImageBasis+GetJPGStream : error handling
71 lines
2.1 KiB
C++
71 lines
2.1 KiB
C++
#pragma once
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#ifndef CTFLITECLASS_H
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#define CTFLITECLASS_H
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#include "tensorflow/lite/micro/all_ops_resolver.h"
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#include "tensorflow/lite/micro/micro_error_reporter.h"
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#include "tensorflow/lite/micro/micro_interpreter.h"
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#include "tensorflow/lite/schema/schema_generated.h"
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#include "tensorflow/lite/micro/kernels/micro_ops.h"
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#include "esp_err.h"
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#include "esp_log.h"
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#include "CImageBasis.h"
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#ifdef SUPRESS_TFLITE_ERRORS
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#include "tensorflow/lite/core/api/error_reporter.h"
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#include "tensorflow/lite/micro/compatibility.h"
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#include "tensorflow/lite/micro/debug_log.h"
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///// OwnErrorReporter to prevent printing of Errors (especially unavoidable in CalculateActivationRangeQuantized@kerne_util.cc)
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namespace tflite {
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class OwnMicroErrorReporter : public ErrorReporter {
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public:
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int Report(const char* format, va_list args) override;
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};
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} // namespace tflite
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////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
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#endif
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class CTfLiteClass
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{
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protected:
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tflite::ErrorReporter *error_reporter;
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const tflite::Model* model;
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tflite::MicroInterpreter* interpreter;
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TfLiteTensor* output = nullptr;
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static tflite::AllOpsResolver resolver;
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int kTensorArenaSize;
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uint8_t *tensor_arena;
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unsigned char *modelfile = NULL;
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float* input;
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int input_i;
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int im_height, im_width, im_channel;
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long GetFileSize(std::string filename);
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bool ReadFileToModel(std::string _fn);
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public:
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CTfLiteClass();
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~CTfLiteClass();
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bool LoadModel(std::string _fn);
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bool MakeAllocate();
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void GetInputTensorSize();
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bool LoadInputImageBasis(CImageBasis *rs);
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void Invoke();
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int GetAnzOutPut(bool silent = true);
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int GetOutClassification(int _von = -1, int _bis = -1);
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int GetClassFromImageBasis(CImageBasis *rs);
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std::string GetStatusFlow();
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float GetOutputValue(int nr);
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void GetInputDimension(bool silent);
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int ReadInputDimenstion(int _dim);
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};
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#endif //CTFLITECLASS_H
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