Recator draw imprecise face
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@ -248,7 +248,17 @@ GstPadProbeReturn NvInferServerManager::pgie_pad_buffer_probe(
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NvDsUserMeta *user_meta = (NvDsUserMeta *)l_user->data;
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NvDsUserMeta *user_meta = (NvDsUserMeta *)l_user->data;
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if (user_meta->base_meta.meta_type != NVDSINFER_TENSOR_OUTPUT_META)
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if (user_meta->base_meta.meta_type != NVDSINFER_TENSOR_OUTPUT_META)
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continue;
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continue;
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extract_tensor_metadata(user_meta, networkInfo, batch_meta,
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frame_meta);
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}
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}
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// use_device_mem = 1 - use_device_mem;
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return GST_PAD_PROBE_OK;
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}
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void NvInferServerManager::extract_tensor_metadata(
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NvDsUserMeta *user_meta, NvDsInferNetworkInfo networkInfo,
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NvDsBatchMeta *batch_meta, NvDsFrameMeta *frame_meta) {
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/* convert to tensor metadata */
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/* convert to tensor metadata */
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NvDsInferTensorMeta *meta =
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NvDsInferTensorMeta *meta =
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(NvDsInferTensorMeta *)user_meta->user_meta_data;
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(NvDsInferTensorMeta *)user_meta->user_meta_data;
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@ -256,10 +266,8 @@ GstPadProbeReturn NvInferServerManager::pgie_pad_buffer_probe(
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NvDsInferLayerInfo *info = &meta->output_layers_info[i];
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NvDsInferLayerInfo *info = &meta->output_layers_info[i];
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info->buffer = meta->out_buf_ptrs_host[i];
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info->buffer = meta->out_buf_ptrs_host[i];
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if (use_device_mem && meta->out_buf_ptrs_dev[i]) {
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if (use_device_mem && meta->out_buf_ptrs_dev[i]) {
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cudaMemcpy(meta->out_buf_ptrs_host[i],
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cudaMemcpy(meta->out_buf_ptrs_host[i], meta->out_buf_ptrs_dev[i],
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meta->out_buf_ptrs_dev[i],
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info->inferDims.numElements * 4, cudaMemcpyDeviceToHost);
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info->inferDims.numElements * 4,
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cudaMemcpyDeviceToHost);
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}
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}
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}
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}
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/* Parse output tensor and fill detection results into objectList.
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/* Parse output tensor and fill detection results into objectList.
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@ -302,23 +310,18 @@ GstPadProbeReturn NvInferServerManager::pgie_pad_buffer_probe(
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// }
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// }
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// std::cout << "]\n";
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// std::cout << "]\n";
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}
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}
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const NvDsInferLayerInfo &layer =
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const NvDsInferLayerInfo &layer = outputLayersInfo[0]; // or loop over all
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outputLayersInfo[0]; // or loop over all
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uint detected_persons = 0;
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uint detected_persons = 0;
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float *data = static_cast<float *>(layer.buffer);
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float *data = static_cast<float *>(layer.buffer);
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for (unsigned int jkl = 0; jkl < 100;
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for (unsigned int jkl = 0; jkl < 100;
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jkl++) { // 100 persons for each frame
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jkl++) { // maximum 100 persons for each frame
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if (data[jkl * 57 + 4] > threshold_body_detection) {
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if (data[jkl * 57 + 4] > threshold_body_detection) {
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detected_persons++;
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detected_persons++;
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}
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}
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}
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}
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update_frame_with_face_body_meta(detected_persons, batch_meta, meta,
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update_frame_with_face_body_meta(detected_persons, batch_meta, meta, data,
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data, frame_meta);
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frame_meta);
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}
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}
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// use_device_mem = 1 - use_device_mem;
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return GST_PAD_PROBE_OK;
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}
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}
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void NvInferServerManager::update_frame_with_face_body_meta(
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void NvInferServerManager::update_frame_with_face_body_meta(
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@ -43,4 +43,6 @@ class NvInferServerManager {
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static void update_frame_with_face_body_meta(uint, NvDsBatchMeta *,
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static void update_frame_with_face_body_meta(uint, NvDsBatchMeta *,
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NvDsInferTensorMeta *, float *,
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NvDsInferTensorMeta *, float *,
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NvDsFrameMeta *);
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NvDsFrameMeta *);
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static void extract_tensor_metadata(NvDsUserMeta *, NvDsInferNetworkInfo,
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NvDsBatchMeta *, NvDsFrameMeta *);
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};
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};
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