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Fig. 304: AI-assisted image processing in IDS peak (acquisition thread)
1 |
Process frame with CNN |
peak_inference_result_handle hRes = PEAK_INVALID_HANDLE; |
---|---|---|
2 |
Getting inference results |
peak_inference_result_data result = { PEAK_INFERENCE_TYPE_INVALID, PEAK_INVALID_HANDLE, 0, 0 }; ► result.preprocessing_time_us |
3 |
Get general statistics |
peak_inference_statistics statistics; ► statistics.numInferencesSuccessful |
4a |
Classification |
if (result.type == PEAK_INFERENCE_TYPE_CLASSIFICATION) |
5a |
Get number of results |
size_t resCount = 0; |
6a |
Allocate list for results |
peak_inference_result_classification* resList = calloc(resCount, sizeof(peak_inference_result_classification)); |
7a |
Get classification results |
status = peak_Inference_Result_Classification_GetList(hRes, resList, &resCount); |
8a |
Parse all classification results |
peak_inference_result_classification* resultList = (peak_inference_result_classification*)resList; for (size_t i = 0; i < resCount; i++) |
4b |
Object detection |
if (result.type == PEAK_INFERENCE_TYPE_DETECTION) |
5b |
Get number of results |
size_t resCount = 0; |
6b |
Allocate list for results |
peak_inference_result_detection* resList = calloc(resCount, sizeof(peak_inference_result_detection)); |
7b |
Get object detection results |
status = peak_Inference_Result_Detection_GetList(hRes, resList, &resCount); |
8b |
Parse all object detection results |
peak_inference_result_detection* resultList = (peak_inference_result_detection*)resList; for (size_t i = 0; i < resCount; i++) |
9 |
Free list |
free(resList); |
10 |
Release results |
status = peak_Inference_Result_Release(hRes); |