haiati/FaceRecognition
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Fix segmentation fault by adjust body face location

Browse Source
This commit is contained in:
Barzan Hayati 2025-09-26 22:28:01 +00:00
parent 6286841117
commit 79c82e0a6c
2 changed files with 97 additions and 6 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

96
src/nv_infer_server_manager.cpp
View File

@ -231,9 +231,6 @@ GstPadProbeReturn NvInferServerManager::pgie_pad_buffer_probe(
l_frame = l_frame->next) {
NvDsFrameMeta *frame_meta = (NvDsFrameMeta *)l_frame->data;
// std::cout << "frame number = " << frame_meta->frame_num
// << " frame id = " << frame_meta->source_id << std::endl;
// to solve track not showing up issue
nvds_acquire_meta_lock(batch_meta);
frame_meta->bInferDone = TRUE;
@ -241,10 +238,45 @@ GstPadProbeReturn NvInferServerManager::pgie_pad_buffer_probe(
if (*use_new_mux) {
stream_width = frame_meta->source_frame_width;
stream_height = frame_meta->source_frame_height;
// These values come from the actual source (decoder) frame size
// before batching/muxing. They tell us the native resolution of the
// incoming camera/RTSP/file. If have multiple sources with
// different resolutions, these values can differ per source/frame.
// Use this if need the original stream resolution (e.g., for
// scaling bounding boxes back to source coordinates).
} else {
stream_width = MUXER_OUTPUT_WIDTH;
stream_height = MUXER_OUTPUT_HEIGHT;
// These are the dimensions configured in nvstreammux (width /
// height). All sources fed into the muxer get scaled/padded to this
// resolution before being passed to downstream elements (like
// PGIE). So PGIE always “sees” frames at muxer resolution, not the
// raw input resolution. Use this if need the effective frame size
// that PGIE is processing (i.e., what TensorRT sees).
}
// Inside PGIE (nvinfer), the correct dimensions are the muxer output
// width/height, because frames are resized by nvstreammux before
// inference. If want the original camera’s resolution, use
// frame_meta->source_frame_width / source_frame_height.
// nvmultiurisrcbin internally creates a nvstreammux before sending
// buffers downstream. That means by the time PGIE sees frames, they are
// already scaled to the muxer’s output size.
// At PGIE input, the frame resolution is the muxer’s configured output
// size. Therefore the correct dimensions for PGIE are: stream_width =
// MUXER_OUTPUT_WIDTH; stream_height = MUXER_OUTPUT_HEIGHT; Why not
// frame_meta->source_frame_width? Those fields still exist in
// frame_meta, but they represent the original source stream resolution
// (camera/file). Since PGIE never directly sees that resolution (it
// only sees muxed frames), using these values inside PGIE would be
// misleading.
// For this pipeline, use MUXER_OUTPUT_WIDTH and MUXER_OUTPUT_HEIGHT to
// represent what PGIE actually processes. If later need to map
// detections back to the original stream resolution (e.g., for saving
// cropped images or re-streaming), then use
// frame_meta->source_frame_width and source_frame_height for scaling.
(void)stream_height;
(void)stream_width;
uint detected_persons = 0;
@ -429,6 +461,8 @@ void NvInferServerManager::update_frame_with_face_body_meta(
((left_down_shoulder.y - data[index * BODY_TENSOR_SIZE + 1]) *
MUXER_OUTPUT_HEIGHT / PGIE_NET_HEIGHT);
clamp_rect_params(frame_meta, &rect_params_imprecise_face, "FACE");
/* Border of width 3. */
rect_params_imprecise_face.border_width = 3;
rect_params_imprecise_face.has_bg_color = 0;
@ -488,6 +522,8 @@ void NvInferServerManager::update_frame_with_face_body_meta(
data[index * BODY_TENSOR_SIZE + 1]) *
MUXER_OUTPUT_HEIGHT / PGIE_NET_HEIGHT);
clamp_rect_params(frame_meta, &rect_params_body, "BODY");
/* Border of width 3. */
rect_params_body.border_width = 3;
rect_params_body.has_bg_color = 0;
@ -498,8 +534,11 @@ void NvInferServerManager::update_frame_with_face_body_meta(
// text_params.display_text = g_strdup_printf("ImpreciseFace %lu",
// face_obj->object_id);
/* Display text above the left top corner of the object. */
text_params_body.x_offset = rect_params_body.left - 30;
text_params_body.y_offset = rect_params_body.top - 30;
text_params_body.x_offset =
(rect_params_body.left - 30 < 0) ? 0 : rect_params_body.left - 30;
text_params_body.y_offset =
(rect_params_body.top - 30 < 0) ? 0 : rect_params_body.top - 30;
/* Set black background for the text. */
text_params_body.set_bg_clr = 1;
text_params_body.text_bg_clr = NvOSD_ColorParams{0, 0, 0, 1};
@ -522,9 +561,56 @@ void NvInferServerManager::update_frame_with_face_body_meta(
}
}
void NvInferServerManager::clamp_rect_params(NvDsFrameMeta *frame_meta,
NvOSD_RectParams *rect_params,
std::string type) {
(void)type;
guint frame_width = frame_meta->source_frame_width;
guint frame_height = frame_meta->source_frame_height;
// read values (DeepStream stores rect params as floats)
float left = rect_params->left;
float top = rect_params->top;
float width = rect_params->width;
float height = rect_params->height;
float right = left + width;
float bottom = top + height;
// CHECK for invalid numbers (NaN/inf) or out-of-bounds
bool invalid = false;
if (!std::isfinite(left) || !std::isfinite(top) || !std::isfinite(width) ||
!std::isfinite(height)) {
invalid = true;
} else if (width <= 0.0f || height <= 0.0f) {
invalid = true;
}
// clamp coordinates into frame (clip)
float clamped_left =
std::max(0.0f, std::min(left, (float)frame_width - 1.0f));
float clamped_top =
std::max(0.0f, std::min(top, (float)frame_height - 1.0f));
float clamped_right = abs(std::min(right, (float)frame_width - 1.0f));
float clamped_bottom = abs(std::min(bottom, (float)frame_height - 1.0f));
float clamped_w = clamped_right - clamped_left;
float clamped_h = clamped_bottom - clamped_top;
if (clamped_w <= 0.0f || clamped_h <= 0.0f) {
invalid = true;
}
(void)invalid;
rect_params->left = clamped_left;
rect_params->top = clamped_top;
rect_params->width = clamped_w;
rect_params->height = clamped_h;
return;
}
NvInferServerManager::Point2D
NvInferServerManager::find_left_down_corner_shoulder(float *data, uint index) {
Point2D left_down_shoulder;
// rightmost shoulder point in the BODY!
if (data[index * BODY_TENSOR_SIZE + 21] >
data[index * BODY_TENSOR_SIZE + 24]) {
left_down_shoulder.x = data[index * BODY_TENSOR_SIZE + 21];

7
src/nv_infer_server_manager.hpp
View File

@ -5,10 +5,13 @@
#include "config_manager.hpp"
// #include "gstnvdsinfer.h"
#include <algorithm>
#include <cmath>
#include "gstnvdsmeta.h"
#include "custom_gstnvdsinfer.hpp"
#include "nvds_version.h"
#include "nvdsinfer_custom_impl.h"
#include "custom_gstnvdsinfer.hpp"
class NvInferServerManager {
private:
@ -53,4 +56,6 @@ class NvInferServerManager {
static uint extract_tensor_metadata(NvDsUserMeta *, NvDsInferNetworkInfo,
NvDsBatchMeta *, NvDsFrameMeta *);
static Point2D find_left_down_corner_shoulder(float *, uint);
static void clamp_rect_params(NvDsFrameMeta *, NvOSD_RectParams *,
std::string);
};