Files
sunnypilot/selfdrive/modeld/models/dmonitoring.h
ZwX1616 8574e79fec wider FOV DM on comma three (#22286)
* c3 is straightforward

* c2 transform

* c3 preview

* alpha model

* Revert "alpha model": wrong quantization data

This reverts commit b50e5739735b30d960aca22bcf3cbe23b0121e13.

* yuv looks good

* a55b

* const int

* block top deadzone

* new box alpha curve

* update k

* fix debug

* rhd use same offset

* box shift for rhd

* 7e3e

* set new thresh

* update ref

* explain

* remove e2e

* same metric thresh

* process isocc

* model

* cancel extra policy

* update numbers

* new model

* update cereal

* up cereal

Co-authored-by: Comma Device <device@comma.ai>
2021-10-13 17:00:46 -07:00

47 lines
1.3 KiB
C++

#pragma once
#include <vector>
#include "cereal/messaging/messaging.h"
#include "selfdrive/common/util.h"
#include "selfdrive/modeld/models/commonmodel.h"
#include "selfdrive/modeld/runners/run.h"
#define OUTPUT_SIZE 39
typedef struct DMonitoringResult {
float face_orientation[3];
float face_orientation_meta[3];
float face_position[2];
float face_position_meta[2];
float face_prob;
float left_eye_prob;
float right_eye_prob;
float left_blink_prob;
float right_blink_prob;
float sg_prob;
float poor_vision;
float partial_face;
float distracted_pose;
float distracted_eyes;
float occluded_prob;
float dsp_execution_time;
} DMonitoringResult;
typedef struct DMonitoringModelState {
RunModel *m;
bool is_rhd;
float output[OUTPUT_SIZE];
std::vector<uint8_t> resized_buf;
std::vector<uint8_t> cropped_buf;
std::vector<uint8_t> premirror_cropped_buf;
std::vector<float> net_input_buf;
float tensor[UINT8_MAX + 1];
} DMonitoringModelState;
void dmonitoring_init(DMonitoringModelState* s);
DMonitoringResult dmonitoring_eval_frame(DMonitoringModelState* s, void* stream_buf, int width, int height);
void dmonitoring_publish(PubMaster &pm, uint32_t frame_id, const DMonitoringResult &res, float execution_time, kj::ArrayPtr<const float> raw_pred);
void dmonitoring_free(DMonitoringModelState* s);