3. DeepSrstream Bilder speichern

Vorwort

  „Die von DeepStream bereitgestellte Demo enthält Beispiele zum Speichern von Bildern, und ich werde sie zusammenfassen, wenn ich Zeit habe. CSDN hat viele Artikel über das Speichern von Bildern durch DeepStream, von denen die meisten Probleme mit Speicherverlusten haben.

Referenz

#if 1
  static int dump = 0;
  if (dump < 150) {
    
    
    GstMapInfo in_map_info;
    NvBufSurface *surface = NULL;

    memset (&in_map_info, 0, sizeof (in_map_info));
    if (!gst_buffer_map (buf, &in_map_info, GST_MAP_READ)) {
    
    
      g_print ("Error: Failed to map gst buffer\n");
      gst_buffer_unmap (buf, &in_map_info);
      return GST_PAD_PROBE_OK;
    }
    cudaError_t cuda_err;

    NvBufSurfTransformRect src_rect, dst_rect;
    surface = (NvBufSurface *) in_map_info.data;  
  
    int batch_size= surface->batchSize;
    printf("\nBatch Size : %d, resolution : %dx%d \n",batch_size,
        surface->surfaceList[0].width, surface->surfaceList[0].height);

    src_rect.top   = 0;
    src_rect.left  = 0;
    src_rect.width = (guint) surface->surfaceList[0].width;
    src_rect.height= (guint) surface->surfaceList[0].height;

    dst_rect.top   = 0;
    dst_rect.left  = 0;
    dst_rect.width = (guint) surface->surfaceList[0].width;
    dst_rect.height= (guint) surface->surfaceList[0].height;

    NvBufSurfTransformParams nvbufsurface_params;
    nvbufsurface_params.src_rect = &src_rect;
    nvbufsurface_params.dst_rect = &dst_rect;
    nvbufsurface_params.transform_flag =  NVBUFSURF_TRANSFORM_CROP_SRC | NVBUFSURF_TRANSFORM_CROP_DST;
    nvbufsurface_params.transform_filter = NvBufSurfTransformInter_Default;
  
    NvBufSurface *dst_surface = NULL;
    NvBufSurfaceCreateParams nvbufsurface_create_params;

    /* An intermediate buffer for NV12/RGBA to BGR conversion  will be
     * required. Can be skipped if custom algorithm can work directly on NV12/RGBA. */
    nvbufsurface_create_params.gpuId  = surface->gpuId;
    nvbufsurface_create_params.width  = (gint) surface->surfaceList[0].width;
    nvbufsurface_create_params.height = (gint) surface->surfaceList[0].height;
    nvbufsurface_create_params.size = 0;
    nvbufsurface_create_params.colorFormat = NVBUF_COLOR_FORMAT_RGBA;
    nvbufsurface_create_params.layout = NVBUF_LAYOUT_PITCH;
    nvbufsurface_create_params.memType = NVBUF_MEM_DEFAULT;

    cuda_err = cudaSetDevice (surface->gpuId);

    cudaStream_t cuda_stream;

    cuda_err=cudaStreamCreate (&cuda_stream);

    int create_result = NvBufSurfaceCreate(&dst_surface,batch_size,&nvbufsurface_create_params);	

    NvBufSurfTransformConfigParams transform_config_params;
    NvBufSurfTransform_Error err;

    transform_config_params.compute_mode = NvBufSurfTransformCompute_Default;
    transform_config_params.gpu_id = surface->gpuId;
    transform_config_params.cuda_stream = cuda_stream;
    err = NvBufSurfTransformSetSessionParams (&transform_config_params);

    NvBufSurfaceMemSet (dst_surface, 0, 0, 0);
    err = NvBufSurfTransform (surface, dst_surface, &nvbufsurface_params);
    if (err != NvBufSurfTransformError_Success) {
    
    
  	  g_print ("NvBufSurfTransform failed with error %d while converting buffer\n", err);
    }
    NvBufSurfaceMap (dst_surface, 0, 0, NVBUF_MAP_READ);
    NvBufSurfaceSyncForCpu (dst_surface, 0, 0);

    cv::Mat bgr_frame = cv::Mat (cv::Size(nvbufsurface_create_params.width, nvbufsurface_create_params.height), CV_8UC3);

    cv::Mat in_mat =
        cv::Mat (nvbufsurface_create_params.height, nvbufsurface_create_params.width,
        CV_8UC4, dst_surface->surfaceList[0].mappedAddr.addr[0],
        dst_surface->surfaceList[0].pitch);

    cv::cvtColor (in_mat, bgr_frame, CV_RGBA2BGR);

    char filename[64];
    snprintf(filename, 64, "/tmp/image%03d.jpg", dump);
    cv::imwrite(filename,bgr_frame);
    dump ++;

    NvBufSurfaceUnMap (dst_surface, 0, 0);
    NvBufSurfaceDestroy (dst_surface);
    cudaStreamDestroy (cuda_stream);
    gst_buffer_unmap (buf, &in_map_info);
  }
#endif

Hinweis: Informationen zum Speichern eines gesamten Frames in einer JPEG-Datei finden Sie in diesem Patch