#include #include "monitoring.h" #include "common/mat.h" #include "common/timing.h" #define MODEL_WIDTH 320 #define MODEL_HEIGHT 160 void monitoring_init(MonitoringState* s, cl_device_id device_id, cl_context context) { model_input_init(&s->in, MODEL_WIDTH, MODEL_HEIGHT, device_id, context); s->m = new SNPEModel("../../models/monitoring_model.dlc", (float*)&s->output, OUTPUT_SIZE); } MonitoringResult monitoring_eval_frame(MonitoringState* s, cl_command_queue q, cl_mem yuv_cl, int width, int height) { const mat3 front_frame_from_scaled_frame = (mat3){{ width/426.0f, 0.0, 0.0, 0.0,height/320.0f, 0.0, 0.0, 0.0, 1.0, }}; const mat3 scaled_frame_from_cropped_frame = (mat3){{ 1.0, 0.0, 426.0-160.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, }}; const mat3 transpose = (mat3){{ 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, }}; const mat3 front_frame_from_cropped_frame = matmul3(front_frame_from_scaled_frame, scaled_frame_from_cropped_frame); const mat3 front_frame_from_monitoring_frame = matmul3(front_frame_from_cropped_frame, transpose); float *net_input_buf = model_input_prepare(&s->in, q, yuv_cl, width, height, front_frame_from_monitoring_frame); s->m->execute(net_input_buf); MonitoringResult ret = {0}; memcpy(&ret.face_orientation, &s->output[0], sizeof ret.face_orientation); memcpy(&ret.face_position, &s->output[3], sizeof ret.face_position); memcpy(&ret.face_prob, &s->output[12], sizeof ret.face_prob); memcpy(&ret.left_eye_prob, &s->output[21], sizeof ret.left_eye_prob); memcpy(&ret.right_eye_prob, &s->output[30], sizeof ret.right_eye_prob); memcpy(&ret.left_blink_prob, &s->output[31], sizeof ret.right_eye_prob); memcpy(&ret.right_blink_prob, &s->output[32], sizeof ret.right_eye_prob); return ret; } void monitoring_publish(void* sock, uint32_t frame_id, const MonitoringResult res) { // make msg capnp::MallocMessageBuilder msg; cereal::Event::Builder event = msg.initRoot(); event.setLogMonoTime(nanos_since_boot()); auto framed = event.initDriverMonitoring(); framed.setFrameId(frame_id); kj::ArrayPtr face_orientation(&res.face_orientation[0], ARRAYSIZE(res.face_orientation)); kj::ArrayPtr face_position(&res.face_position[0], ARRAYSIZE(res.face_position)); framed.setFaceOrientation(face_orientation); framed.setFacePosition(face_position); framed.setFaceProb(res.face_prob); framed.setLeftEyeProb(res.left_eye_prob); framed.setRightEyeProb(res.right_eye_prob); framed.setLeftBlinkProb(res.left_blink_prob); framed.setRightBlinkProb(res.right_blink_prob); // send message auto words = capnp::messageToFlatArray(msg); auto bytes = words.asBytes(); zmq_send(sock, bytes.begin(), bytes.size(), ZMQ_DONTWAIT); } void monitoring_free(MonitoringState* s) { model_input_free(&s->in); delete s->m; }