├── .gitignore ├── README.md ├── examples ├── .DS_Store ├── IrisExample │ ├── IrisExample.ino │ └── irisModel.h ├── LSTMExample │ ├── LSTMExample.ino │ └── tfModel.h └── PersonDetectionExample │ └── PersonDetectionExample.ino ├── library.properties └── src ├── eloquent_tinyml.h └── eloquent_tinyml ├── benchmark.h ├── exception.h ├── tf.h └── zoo ├── person_detection.h └── person_detection_model.h /.gitignore: -------------------------------------------------------------------------------- 1 | cmake-build-debug 2 | .idea 3 | .DS_Store 4 | publish -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # EloquentTinyML 2 | 3 | This Arduino library is here to simplify the deployment of Tensorflow Lite 4 | for Microcontrollers models to Arduino boards using the Arduino IDE. 5 | 6 | The library exposes an *eloquent* interface to load a model and run inferences. 7 | 8 | ## Install 9 | 10 | Install the latest version (`>=3.0.0`) from the Arduino IDE Library Manager. 11 | 12 | You will also need `tflm_esp32` or `tflm_cortexm`, depending on your board. 13 | 14 | 15 | ## Use 16 | 17 | ```cpp 18 | /** 19 | * Run a TensorFlow model to predict the IRIS dataset 20 | * For a complete guide, visit 21 | * https://eloquentarduino.com/tensorflow-lite-esp32 22 | */ 23 | // replace with your own model 24 | // include BEFORE ! 25 | #include "irisModel.h" 26 | // include the runtime specific for your board 27 | // either tflm_esp32 or tflm_cortexm 28 | #include 29 | // now you can include the eloquent tinyml wrapper 30 | #include 31 | 32 | // this is trial-and-error process 33 | // when developing a new model, start with a high value 34 | // (e.g. 10000), then decrease until the model stops 35 | // working as expected 36 | #define ARENA_SIZE 2000 37 | 38 | Eloquent::TF::Sequential tf; 39 | 40 | /** 41 | * 42 | */ 43 | void setup() { 44 | Serial.begin(115200); 45 | delay(3000); 46 | Serial.println("__TENSORFLOW IRIS__"); 47 | 48 | // configure input/output 49 | // (not mandatory if you generated the .h model 50 | // using the everywhereml Python package) 51 | tf.setNumInputs(4); 52 | tf.setNumOutputs(3); 53 | // add required ops 54 | // (not mandatory if you generated the .h model 55 | // using the everywhereml Python package) 56 | tf.resolver.AddFullyConnected(); 57 | tf.resolver.AddSoftmax(); 58 | 59 | while (!tf.begin(irisModel).isOk()) 60 | Serial.println(tf.exception.toString()); 61 | } 62 | 63 | 64 | void loop() { 65 | // x0, x1, x2 are defined in the irisModel.h file 66 | // https://github.com/eloquentarduino/EloquentTinyML/tree/main/examples/IrisExample/irisModel.h 67 | 68 | // classify sample from class 0 69 | if (!tf.predict(x0).isOk()) { 70 | Serial.println(tf.exception.toString()); 71 | return; 72 | } 73 | 74 | Serial.print("expcted class 0, predicted class "); 75 | Serial.println(tf.classification); 76 | 77 | // classify sample from class 1 78 | if (!tf.predict(x1).isOk()) { 79 | Serial.println(tf.exception.toString()); 80 | return; 81 | } 82 | 83 | Serial.print("expcted class 1, predicted class "); 84 | Serial.println(tf.classification); 85 | 86 | // classify sample from class 2 87 | if (!tf.predict(x2).isOk()) { 88 | Serial.println(tf.exception.toString()); 89 | return; 90 | } 91 | 92 | Serial.print("expcted class 2, predicted class "); 93 | Serial.println(tf.classification); 94 | 95 | // how long does it take to run a single prediction? 96 | Serial.print("It takes "); 97 | Serial.print(tf.benchmark.microseconds()); 98 | Serial.println("us for a single prediction"); 99 | 100 | delay(1000); 101 | } 102 | ``` -------------------------------------------------------------------------------- /examples/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eloquentarduino/EloquentTinyML/5d3636f8ab5eddb23691c79e2dd14dd5858f8be3/examples/.DS_Store -------------------------------------------------------------------------------- /examples/IrisExample/IrisExample.ino: -------------------------------------------------------------------------------- 1 | /** 2 | * Run a TensorFlow model to predict the IRIS dataset 3 | * For a complete guide, visit 4 | * https://eloquentarduino.com/tensorflow-lite-esp32 5 | */ 6 | // replace with your own model 7 | // include BEFORE ! 8 | #include "irisModel.h" 9 | // include the runtime specific for your board 10 | // either tflm_esp32 or tflm_cortexm 11 | #include 12 | // now you can include the eloquent tinyml wrapper 13 | #include 14 | 15 | // this is trial-and-error process 16 | // when developing a new model, start with a high value 17 | // (e.g. 10000), then decrease until the model stops 18 | // working as expected 19 | #define ARENA_SIZE 2000 20 | 21 | Eloquent::TF::Sequential tf; 22 | 23 | /** 24 | * 25 | */ 26 | void setup() { 27 | Serial.begin(115200); 28 | delay(3000); 29 | Serial.println("__TENSORFLOW IRIS__"); 30 | 31 | // configure input/output 32 | // (not mandatory if you generated the .h model 33 | // using the everywhereml Python package) 34 | tf.setNumInputs(4); 35 | tf.setNumOutputs(3); 36 | // add required ops 37 | // (not mandatory if you generated the .h model 38 | // using the everywhereml Python package) 39 | tf.resolver.AddFullyConnected(); 40 | tf.resolver.AddSoftmax(); 41 | 42 | while (!tf.begin(irisModel).isOk()) 43 | Serial.println(tf.exception.toString()); 44 | } 45 | 46 | 47 | void loop() { 48 | // classify class 0 49 | if (!tf.predict(x0).isOk()) { 50 | Serial.println(tf.exception.toString()); 51 | return; 52 | } 53 | 54 | Serial.print("expcted class 0, predicted class "); 55 | Serial.println(tf.classification); 56 | 57 | // classify class 1 58 | if (!tf.predict(x1).isOk()) { 59 | Serial.println(tf.exception.toString()); 60 | return; 61 | } 62 | 63 | Serial.print("expcted class 1, predicted class "); 64 | Serial.println(tf.classification); 65 | 66 | // classify class 2 67 | if (!tf.predict(x2).isOk()) { 68 | Serial.println(tf.exception.toString()); 69 | return; 70 | } 71 | 72 | Serial.print("expcted class 2, predicted class "); 73 | Serial.println(tf.classification); 74 | 75 | // how long does it take to run a single prediction? 76 | Serial.print("It takes "); 77 | Serial.print(tf.benchmark.microseconds()); 78 | Serial.println("us for a single prediction"); 79 | 80 | delay(1000); 81 | } -------------------------------------------------------------------------------- /examples/IrisExample/irisModel.h: -------------------------------------------------------------------------------- 1 | #pragma once 2 | 3 | #ifdef __has_attribute 4 | #define HAVE_ATTRIBUTE(x) __has_attribute(x) 5 | #else 6 | #define HAVE_ATTRIBUTE(x) 0 7 | #endif 8 | #if HAVE_ATTRIBUTE(aligned) || (defined(__GNUC__) && !defined(__clang__)) 9 | #define DATA_ALIGN_ATTRIBUTE __attribute__((aligned(4))) 10 | #else 11 | #define DATA_ALIGN_ATTRIBUTE 12 | #endif 13 | 14 | // automatically configure network 15 | #define TF_NUM_OPS 2 16 | #define TF_NUM_INPUTS 4 17 | #define TF_NUM_OUTPUTS 3 18 | #define TF_OP_FULLYCONNECTED 19 | #define TF_OP_SOFTMAX 20 | 21 | // tf.resolver.AddFullyConnected(); 22 | 23 | 24 | 25 | // sample data 26 | float x0[4] = {0.22222222222f, 0.62500000000f, 0.06779661017f, 0.04166666667f}; 27 | float x1[4] = {0.75000000000f, 0.50000000000f, 0.62711864407f, 0.54166666667f}; 28 | float x2[4] = {0.55555555556f, 0.54166666667f, 0.84745762712f, 1.00000000000f}; 29 | 30 | 31 | /** model size = 5048 bytes **/ 32 | const unsigned char irisModel[] DATA_ALIGN_ATTRIBUTE = { 0x1c, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4c, 0x33, 0x14, 0x00, 0x20, 0x00, 0x1c, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x90, 0x00, 0x00, 0x00, 0xe8, 0x00, 0x00, 0x00, 0x88, 0x0d, 0x00, 0x00, 0x98, 0x0d, 0x00, 0x00, 0x54, 0x13, 0x00, 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0x00, 0x0c, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09 }; -------------------------------------------------------------------------------- /examples/LSTMExample/LSTMExample.ino: -------------------------------------------------------------------------------- 1 | /** 2 | * Run a TensorFlow model to predict the IRIS dataset 3 | * For a complete guide, visit 4 | * https://eloquentarduino.com/tensorflow-lite-esp32 5 | */ 6 | // replace with your own model 7 | // include BEFORE ! 8 | #include 9 | #include "model.h" 10 | // include the runtime specific for your board 11 | // either tflm_esp32 or tflm_cortexm 12 | #include 13 | // now you can include the eloquent tinyml wrapper 14 | #include 15 | 16 | 17 | // this is trial-and-error process 18 | // when developing a new model, start with a high value 19 | // (e.g. 10000), then decrease until the model stops 20 | // working as expected 21 | #define ARENA_SIZE 30000 22 | 23 | Eloquent::TF::Sequential tf; 24 | 25 | // sample data 26 | float idle[450] = { -0.3334, 0.0289, -0.0031, -0.3315, 0.0305, -0.0030, -0.3325, 0.0292, -0.0023, -0.3364, 0.0265, -0.0017, -0.3391, 0.0242, -0.0012, -0.3380, 0.0229, -0.0010, -0.3367, 0.0209, -0.0012, -0.3370, 0.0206, -0.0013, -0.3369, 0.0231, -0.0012, -0.3369, 0.0261, -0.0012, -0.3359, 0.0292, -0.0018, -0.3344, 0.0300, -0.0025, -0.3338, 0.0286, -0.0026, -0.3341, 0.0278, -0.0026, -0.3351, 0.0276, -0.0026, -0.3359, 0.0279, -0.0026, -0.3367, 0.0265, -0.0026, -0.3373, 0.0248, -0.0028, -0.3369, 0.0253, -0.0026, -0.3357, 0.0266, -0.0023, -0.3344, 0.0286, -0.0023, -0.3338, 0.0281, -0.0026, -0.3341, 0.0253, -0.0028, -0.3341, 0.0253, -0.0026, -0.3349, 0.0266, -0.0022, -0.3357, 0.0279, -0.0022, -0.3354, 0.0292, -0.0022, -0.3346, 0.0300, -0.0022, -0.3339, 0.0289, -0.0022, -0.3343, 0.0266, -0.0025, -0.3341, 0.0266, -0.0026, -0.3338, 0.0283, -0.0026, -0.3349, 0.0296, -0.0026, -0.3367, 0.0300, -0.0025, -0.3373, 0.0296, -0.0022, -0.3365, 0.0261, -0.0018, -0.3354, 0.0222, -0.0015, 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Serial.print(": expcted id="); 43 | Serial.print(expectedOutput); 44 | Serial.print(", predicted="); 45 | Serial.println(tf.classification); 46 | } 47 | 48 | /** 49 | * 50 | */ 51 | void setup() { 52 | Serial.begin(115200); 53 | delay(3000); 54 | Serial.println("__TENSORFLOW LSTM__"); 55 | 56 | // configure input/output 57 | // (not mandatory if you generated the .h model 58 | // using the eloquent_tensorflow Python package) 59 | tf.setNumInputs(TF_NUM_INPUTS); 60 | tf.setNumOutputs(TF_NUM_OUTPUTS); 61 | 62 | registerNetworkOps(tf); 63 | 64 | while (!tf.begin(tfModel).isOk()) { 65 | Serial.println(tf.exception.toString()); 66 | delay(1000); 67 | } 68 | } 69 | 70 | 71 | void loop() { 72 | predictSample("idle", idle, 0); 73 | predictSample("horizontal", horizontal, 1); 74 | predictSample("vertical", vertical, 2); 75 | 76 | // how long does it take to run a single prediction? 77 | Serial.print("It takes "); 78 | Serial.print(tf.benchmark.microseconds()); 79 | Serial.println("us for a single prediction"); 80 | 81 | delay(1000); 82 | } -------------------------------------------------------------------------------- /examples/LSTMExample/tfModel.h: -------------------------------------------------------------------------------- 1 | #pragma once 2 | 3 | #ifdef __has_attribute 4 | #define HAVE_ATTRIBUTE(x) __has_attribute(x) 5 | #else 6 | #define HAVE_ATTRIBUTE(x) 0 7 | #endif 8 | #if HAVE_ATTRIBUTE(aligned) || (defined(__GNUC__) && !defined(__clang__)) 9 | #define DATA_ALIGN_ATTRIBUTE __attribute__((aligned(4))) 10 | #else 11 | #define DATA_ALIGN_ATTRIBUTE 12 | #endif 13 | 14 | // automatically configure network 15 | #define TF_NUM_INPUTS 450 16 | #define TF_NUM_OUTPUTS 3 17 | #define TF_NUM_OPS 21 18 | 19 | /** 20 | * Call this function to register the ops 21 | * that have been detected 22 | */ 23 | template 24 | void registerNetworkOps(TF& nn) { 25 | nn.resolver.AddStridedSlice(); 26 | nn.resolver.AddFill(); 27 | nn.resolver.AddTanh(); 28 | nn.resolver.AddWhile(); 29 | nn.resolver.AddSlice(); 30 | nn.resolver.AddMaximum(); 31 | nn.resolver.AddSoftmax(); 32 | nn.resolver.AddUnidirectionalSequenceLSTM(); 33 | nn.resolver.AddPack(); 34 | nn.resolver.AddGather(); 35 | nn.resolver.AddLess(); 36 | nn.resolver.AddTranspose(); 37 | nn.resolver.AddShape(); 38 | nn.resolver.AddFullyConnected(); 39 | nn.resolver.AddAdd(); 40 | nn.resolver.AddReshape(); 41 | nn.resolver.AddSplit(); 42 | nn.resolver.AddRelu(); 43 | nn.resolver.AddConcatenation(); 44 | nn.resolver.AddMul(); 45 | nn.resolver.AddMinimum(); 46 | } 47 | 48 | // model data 49 | const unsigned char tfModel[15104] DATA_ALIGN_ATTRIBUTE = { 0x1c, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4c, 0x33, 0x14, 0x00, 0x20, 0x00, 0x1c, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x8c, 0x00, 0x00, 0x00, 0xe4, 0x00, 0x00, 0x00, 0x88, 0x2b, 0x00, 0x00, 0x98, 0x2b, 0x00, 0x00, 0x7c, 0x3a, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x01, 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takes about 4-5 seconds per frame 7 | */ 8 | #include 9 | #include 10 | #include 11 | #include 12 | #include 13 | 14 | using eloq::camera; 15 | using eloq::tinyml::zoo::personDetection; 16 | 17 | 18 | void setup() { 19 | delay(3000); 20 | Serial.begin(115200); 21 | Serial.println("__PERSON DETECTION__"); 22 | 23 | // camera settings 24 | // replace with your own model! 25 | camera.pinout.freenove_s3(); 26 | camera.brownout.disable(); 27 | // only works on 96x96 (yolo) grayscale images 28 | camera.resolution.yolo(); 29 | camera.pixformat.gray(); 30 | 31 | // init camera 32 | while (!camera.begin().isOk()) 33 | Serial.println(camera.exception.toString()); 34 | 35 | // init tf model 36 | while (!personDetection.begin().isOk()) 37 | Serial.println(personDetection.exception.toString()); 38 | 39 | Serial.println("Camera OK"); 40 | Serial.println("Point the camera to yourself"); 41 | } 42 | 43 | void loop() { 44 | Serial.println("Loop"); 45 | 46 | // capture picture 47 | if (!camera.capture().isOk()) { 48 | Serial.println(camera.exception.toString()); 49 | return; 50 | } 51 | 52 | // run person detection 53 | if (!personDetection.run(camera).isOk()) { 54 | Serial.println(personDetection.exception.toString()); 55 | return; 56 | } 57 | 58 | // a person has been detected! 59 | if (personDetection) { 60 | Serial.print("Person detected in "); 61 | Serial.print(personDetection.tf.benchmark.millis()); 62 | Serial.println("ms"); 63 | } 64 | } -------------------------------------------------------------------------------- /library.properties: -------------------------------------------------------------------------------- 1 | name=EloquentTinyML 2 | version=3.0.1 3 | author=Simone Salerno,eloquentarduino@gmail.com 4 | maintainer=Simone Salerno,eloquentarduino@gmail.com 5 | sentence=An eloquent interface to Tensorflow Lite for Microcontrollers 6 | paragraph= 7 | category=Other 8 | url=https://github.com/eloquentarduino/EloquentTinyML 9 | architectures=* 10 | -------------------------------------------------------------------------------- /src/eloquent_tinyml.h: -------------------------------------------------------------------------------- 1 | #ifndef ELOQUENT_TINYML_H 2 | #define ELOQUENT_TINYML_H 3 | 4 | #ifdef ELOQUENT_TFLM 5 | #include "./eloquent_tinyml/tf.h" 6 | #endif 7 | 8 | #endif -------------------------------------------------------------------------------- /src/eloquent_tinyml/benchmark.h: -------------------------------------------------------------------------------- 1 | #ifndef ELOQUENT_EXTRA_TIME_BENCHMARK 2 | #define ELOQUENT_EXTRA_TIME_BENCHMARK 3 | 4 | namespace Eloquent { 5 | namespace Extra { 6 | namespace Time { 7 | /** 8 | * Run benchmark on code blocks 9 | */ 10 | class Benchmark { 11 | public: 12 | 13 | /** 14 | * Start timer 15 | */ 16 | void start() { 17 | timeStart = micros(); 18 | } 19 | 20 | /** 21 | * Stop timer 22 | */ 23 | size_t stop() { 24 | elapsedInMicros = micros() - timeStart; 25 | 26 | return millis(); 27 | } 28 | 29 | /** 30 | * Benchmark given function 31 | */ 32 | template 33 | size_t benchmark(Callback callback) { 34 | start(); 35 | callback(); 36 | 37 | return stop(); 38 | } 39 | 40 | /** 41 | * Get elapsed time in millis 42 | */ 43 | inline size_t millis() { 44 | return microseconds() / 1000; 45 | } 46 | 47 | /** 48 | * Alias for millis() 49 | */ 50 | inline size_t ms() { 51 | return millis(); 52 | } 53 | 54 | /** 55 | * Get elapsed time in micros 56 | */ 57 | inline size_t microseconds() { 58 | return elapsedInMicros; 59 | } 60 | 61 | /** 62 | * Alias for micros 63 | */ 64 | inline size_t us() { 65 | return microseconds(); 66 | } 67 | 68 | /** 69 | * 70 | */ 71 | template 72 | void timeit(Callback callback) { 73 | start(); 74 | callback(); 75 | stop(); 76 | } 77 | 78 | protected: 79 | size_t timeStart; 80 | size_t elapsedInMicros; 81 | }; 82 | } 83 | } 84 | } 85 | 86 | #endif 87 | -------------------------------------------------------------------------------- /src/eloquent_tinyml/exception.h: -------------------------------------------------------------------------------- 1 | #ifndef ELOQUENT_EXCEPTION_H 2 | #define ELOQUENT_EXCEPTION_H 3 | 4 | 5 | namespace Eloquent { 6 | namespace Error { 7 | /** 8 | * Application expcetion 9 | */ 10 | class Exception { 11 | public: 12 | /** 13 | * 14 | */ 15 | Exception(const char* tag) : 16 | _tag(tag), 17 | _message(""), 18 | _isSevere(true) { 19 | } 20 | 21 | /** 22 | * Test if there's an exception 23 | */ 24 | operator bool() const { 25 | return !isOk(); 26 | } 27 | 28 | /** 29 | * Test if there's an exception 30 | */ 31 | bool isOk() const { 32 | return _message == ""; 33 | } 34 | 35 | /** 36 | * Test if exception is severe 37 | */ 38 | bool isSevere() const { 39 | return _isSevere && !isOk(); 40 | } 41 | 42 | /** 43 | * Mark error as not severe 44 | */ 45 | Exception& soft() { 46 | _isSevere = false; 47 | 48 | return *this; 49 | } 50 | 51 | /** 52 | * Set exception message 53 | */ 54 | Exception& set(String error) { 55 | _message = error; 56 | _isSevere = true; 57 | 58 | return *this; 59 | } 60 | 61 | /** 62 | * Clear exception 63 | */ 64 | Exception& clear() { 65 | return set(""); 66 | } 67 | 68 | /** 69 | * Copy exception from other source 70 | */ 71 | template 72 | Exception& from(Other& other) { 73 | set(other.exception.toString()); 74 | 75 | return *this; 76 | } 77 | 78 | /** 79 | * Convert exception to string 80 | */ 81 | inline String toString() { 82 | return _message; 83 | } 84 | 85 | /** 86 | * Convert exception to char* 87 | */ 88 | inline const char* toCString() { 89 | return toString().c_str(); 90 | } 91 | 92 | protected: 93 | const char* _tag; 94 | bool _isSevere; 95 | String _message; 96 | }; 97 | } 98 | } 99 | 100 | #endif -------------------------------------------------------------------------------- /src/eloquent_tinyml/tf.h: -------------------------------------------------------------------------------- 1 | #ifndef ELOQUENTTINYML_TF_H 2 | #define ELOQUENTTINYML_TF_H 3 | 4 | #ifndef ELOQUENT_TFLM 5 | #error "You must include either or " 6 | #else 7 | 8 | #include "./exception.h" 9 | #include "./benchmark.h" 10 | 11 | using Eloquent::Error::Exception; 12 | using Eloquent::Extra::Time::Benchmark; 13 | using eloq::tf::newInterpreter; 14 | 15 | 16 | namespace Eloquent { 17 | namespace TF { 18 | /** 19 | * Run TensorFlow model 20 | */ 21 | template 22 | class Sequential { 23 | public: 24 | const Model *model; 25 | MicroMutableOpResolver resolver; 26 | MicroInterpreter *interpreter; 27 | TfLiteTensor *in; 28 | TfLiteTensor *out; 29 | Exception exception; 30 | uint8_t arena[tensorArenaSize]; 31 | uint16_t numInputs; 32 | uint16_t numOutputs; 33 | uint8_t classification; 34 | Benchmark benchmark; 35 | float *outputs; 36 | 37 | /** 38 | * Constructor 39 | */ 40 | Sequential() : 41 | exception("TF"), 42 | model(nullptr), 43 | interpreter(nullptr), 44 | in(nullptr), 45 | out(nullptr), 46 | numInputs(0), 47 | numOutputs(0), 48 | classification(255), 49 | outputs(NULL) 50 | { 51 | 52 | } 53 | 54 | /** 55 | * Set number of inputs 56 | */ 57 | void setNumInputs(uint16_t n) { 58 | numInputs = n; 59 | } 60 | 61 | /** 62 | * Set number of outputs 63 | */ 64 | void setNumOutputs(uint16_t n) { 65 | numOutputs = n; 66 | } 67 | 68 | /** 69 | * Get i-th output 70 | */ 71 | float output(uint16_t i = 0) { 72 | if (outputs == NULL || i >= numOutputs) 73 | return sqrt(-1); 74 | 75 | return outputs[i]; 76 | } 77 | 78 | /** 79 | * Init model 80 | */ 81 | Exception& begin(const unsigned char *data) { 82 | #ifdef TF_NUM_INPUTS 83 | if (!numInputs) 84 | numInputs = TF_NUM_INPUTS; 85 | #endif 86 | 87 | #ifdef TF_NUM_OUTPUTS 88 | if (!numOutputs) 89 | numOutputs = TF_NUM_OUTPUTS; 90 | #endif 91 | 92 | if (!numInputs) 93 | return exception.set("You must set the number of inputs"); 94 | 95 | if (!numOutputs) 96 | return exception.set("You must set the number of outputs"); 97 | 98 | #ifdef TF_OP_ADD 99 | resolver.AddAdd(); 100 | #endif 101 | #ifdef TF_OP_AVERAGEPOOL2D 102 | resolver.AddAveragePool2D(); 103 | #endif 104 | #ifdef TF_OP_CONCATENATION 105 | resolver.AddConcatenation(); 106 | #endif 107 | #ifdef TF_OP_CONV2D 108 | resolver.AddConv2D(); 109 | #endif 110 | #ifdef TF_OP_DEPTHWISECONV2D 111 | resolver.AddDepthwiseConv2D(); 112 | #endif 113 | #ifdef TF_OP_ELU 114 | resolver.AddElu(); 115 | #endif 116 | #ifdef TF_OP_FULLYCONNECTED 117 | resolver.AddFullyConnected(); 118 | #endif 119 | #ifdef TF_OP_LEAKYRELU 120 | resolver.AddLeakyRelu(); 121 | #endif 122 | #ifdef TF_OP_MAXPOOL2D 123 | resolver.AddMaxPool2D(); 124 | #endif 125 | #ifdef TF_OP_MAXIMUM 126 | resolver.AddMaximum(); 127 | #endif 128 | #ifdef TF_OP_MINIMUM 129 | resolver.AddMinimum(); 130 | #endif 131 | #ifdef TF_OP_RELU 132 | resolver.AddRelu(); 133 | #endif 134 | #ifdef TF_OP_RESHAPE 135 | resolver.AddReshape(); 136 | #endif 137 | #ifdef TF_OP_SOFTMAX 138 | resolver.AddSoftmax(); 139 | #endif 140 | 141 | model = tflite::GetModel(data); 142 | 143 | if (model->version() != TFLITE_SCHEMA_VERSION) 144 | return exception.set(String("Model version mismatch. Expected ") + TFLITE_SCHEMA_VERSION + ", got " + model->version()); 145 | 146 | interpreter = newInterpreter(&resolver, model, arena, tensorArenaSize); 147 | 148 | if (interpreter->AllocateTensors() != kTfLiteOk) 149 | return exception.set("AllocateTensors() failed"); 150 | 151 | in = interpreter->input(0); 152 | out = interpreter->output(0); 153 | 154 | // allocate outputs 155 | outputs = (float*) calloc(numOutputs, sizeof(float)); 156 | 157 | return exception.clear(); 158 | } 159 | 160 | /** 161 | * 162 | */ 163 | Exception& predict(float *x) { 164 | const float inputScale = in->params.scale; 165 | const float inputOffset = in->params.zero_point; 166 | const float outputScale = out->params.scale; 167 | const float outputOffset = out->params.zero_point; 168 | 169 | // ESP_LOGI("TF", "this->input.offset=%.4f, this->input.scale=%.4f", inputOffset, inputScale); 170 | 171 | for (uint16_t i = 0; i < numInputs; i++) 172 | in->data.f[i] = x[i]; 173 | 174 | benchmark.start(); 175 | 176 | if (interpreter->Invoke() != kTfLiteOk) 177 | return exception.set("Invoke() failed"); 178 | 179 | for (uint16_t i = 0; i < numOutputs; i++) { 180 | ESP_LOGI("TF", "this->out.f[%d] = %.4f, this->out.int8[%d] = %d", i, out->data.f[i], i, (int) out->data.int8[i]); 181 | outputs[i] = out->data.f[i]; 182 | } 183 | 184 | getClassificationResult(); 185 | benchmark.stop(); 186 | 187 | return exception.clear(); 188 | } 189 | 190 | /** 191 | * 192 | */ 193 | Exception& predictInt8(float *x) { 194 | const float inputScale = in->params.scale; 195 | const float inputOffset = in->params.zero_point; 196 | const float outputScale = out->params.scale; 197 | const float outputOffset = out->params.zero_point; 198 | 199 | ESP_LOGI("TF", "input.offset=%.4f, input.scale=%.4f", inputOffset, inputScale); 200 | 201 | for (uint16_t i = 0; i < numInputs; i++) 202 | in->data.int8[i] = (x[i] * inputScale) + inputOffset; 203 | 204 | benchmark.start(); 205 | 206 | if (interpreter->Invoke() != kTfLiteOk) 207 | return exception.set("Invoke() failed"); 208 | 209 | for (uint16_t i = 0; i < numOutputs; i++) { 210 | ESP_LOGI("TF", "out.f[%d] = %.4f, out.int8[%d] = %d", i, out->data.f[i], i, (int) out->data.int8[i]); 211 | outputs[i] = out->data.f[i]; 212 | } 213 | 214 | getClassificationResult(); 215 | benchmark.stop(); 216 | 217 | return exception.clear(); 218 | } 219 | 220 | /** 221 | * 222 | */ 223 | Exception& predict(int8_t *x) { 224 | // quantization 225 | const float inputScale = in->params.scale; 226 | const float inputOffset = in->params.zero_point; 227 | const float outputScale = out->params.scale; 228 | const float outputOffset = out->params.zero_point; 229 | 230 | memcpy(in->data.int8, x, sizeof(int8_t) * numInputs); 231 | 232 | // execute 233 | benchmark.start(); 234 | 235 | if (interpreter->Invoke() != kTfLiteOk) 236 | return exception.set("Invoke() failed"); 237 | 238 | for (uint16_t i = 0; i < numOutputs; i++) { 239 | outputs[i] = out->data.int8[i]; 240 | } 241 | 242 | getClassificationResult(); 243 | benchmark.stop(); 244 | 245 | return exception.clear(); 246 | } 247 | 248 | protected: 249 | 250 | /** 251 | * If classification task, get most probable class 252 | */ 253 | void getClassificationResult() { 254 | if (numOutputs < 2) 255 | return; 256 | 257 | float maxProba = outputs[0]; 258 | classification = 0; 259 | 260 | for (uint16_t i = 1; i < numOutputs; i++) { 261 | if (outputs[i] > maxProba) { 262 | classification = i; 263 | maxProba = outputs[i]; 264 | } 265 | } 266 | } 267 | }; 268 | } // namespace TF 269 | } // namespace Eloquent 270 | 271 | #endif // ELOQUENT_TFLM 272 | #endif //ELOQUENTTINYML_TF_H 273 | -------------------------------------------------------------------------------- /src/eloquent_tinyml/zoo/person_detection.h: -------------------------------------------------------------------------------- 1 | #ifndef ELOQUENTTINYML_ZOO_PERSON_DETECTION_H 2 | #define ELOQUENTTINYML_ZOO_PERSON_DETECTION_H 3 | 4 | #ifndef PERSON_DETECTION_ARENA_SIZE 5 | #define PERSON_DETECTION_ARENA_SIZE 90000L 6 | #endif 7 | 8 | #include "../tf.h" 9 | #include "../exception.h" 10 | #include "../benchmark.h" 11 | #include "./person_detection_model.h" 12 | 13 | using Eloquent::TF::Sequential; 14 | using Eloquent::Error::Exception; 15 | 16 | 17 | namespace Eloquent { 18 | namespace TinyML { 19 | namespace Zoo { 20 | /** 21 | * Run person detection on 96x96 grayscale image 22 | */ 23 | class PersonDetection { 24 | public: 25 | Sequential<5, PERSON_DETECTION_ARENA_SIZE> tf; 26 | Exception exception; 27 | 28 | /** 29 | * Constructor 30 | */ 31 | PersonDetection() : 32 | exception("PersonDetection"), 33 | _thresh(180) { 34 | 35 | } 36 | 37 | /** 38 | * Test if a person is detected 39 | */ 40 | operator bool() { 41 | if (exception || tf.exception) 42 | return false; 43 | 44 | const uint8_t pos = personScore(); 45 | const uint8_t neg = notPersonScore(); 46 | 47 | return pos > neg && pos >= _thresh; 48 | } 49 | 50 | /** 51 | * Init model 52 | * @return 53 | */ 54 | Exception& begin() { 55 | tf.setNumInputs(96 * 96); 56 | tf.setNumOutputs(3); 57 | tf.resolver.AddDepthwiseConv2D(); 58 | tf.resolver.AddConv2D(); 59 | tf.resolver.AddAveragePool2D(); 60 | tf.resolver.AddReshape(); 61 | tf.resolver.AddSoftmax(); 62 | 63 | if (!tf.begin(eloq::tinyml::zoo::personDetectionModel).isOk()) 64 | return tf.exception; 65 | 66 | return exception.clear(); 67 | } 68 | 69 | /** 70 | * Run detection on frame 71 | * @param image 72 | * @return 73 | */ 74 | Exception& run(uint8_t *image) { 75 | for (int i = 0; i < 96 * 96; i++) 76 | _buffer[i] = ((int16_t) image[i]) - 128; 77 | 78 | if (!tf.predict(_buffer).isOk()) 79 | return tf.exception; 80 | 81 | return exception.clear(); 82 | } 83 | 84 | /** 85 | * Run detection on camera 86 | * @param camera 87 | * @return 88 | */ 89 | template 90 | Exception& run(Camera& camera) { 91 | return run(camera.frame->buf); 92 | } 93 | 94 | /** 95 | * 96 | * @return 97 | */ 98 | uint8_t personScore() { 99 | return 128 + tf.output(1); 100 | } 101 | 102 | /** 103 | * 104 | * @return 105 | */ 106 | uint8_t notPersonScore() { 107 | return 128 + tf.output(2); 108 | } 109 | 110 | protected: 111 | uint8_t _thresh; 112 | int8_t _buffer[96 * 96]; 113 | }; 114 | } 115 | } 116 | } 117 | 118 | namespace eloq { 119 | namespace tinyml { 120 | namespace zoo { 121 | static Eloquent::TinyML::Zoo::PersonDetection personDetection; 122 | } 123 | } 124 | } 125 | 126 | #endif //ELOQUENTTINYML_ZOO_PERSON_DETECTION_H 127 | --------------------------------------------------------------------------------