MLECO-3174: Minor refactoring to implemented use case APIS

Looks large but it is mainly just many small adjustments
Removed the inference runner code as it wasn't used
Fixes to doc strings
Consistent naming e.g. Asr/Kws instead of ASR/KWS

Signed-off-by: Richard Burton <richard.burton@arm.com>
Change-Id: I43b620b5c51d7910a29a63b509ac4d8a82c3a8fc

1 files changed, 10 insertions, 12 deletions

diff --git a/source/use_case/vww/src/UseCaseHandler.cc b/source/use_case/vww/src/UseCaseHandler.cc
index 7681f89..267e6c4 100644
--- a/source/use_case/vww/src/UseCaseHandler.cc
+++ b/source/use_case/vww/src/UseCaseHandler.cc
@@ -53,7 +53,7 @@ namespace app {
         }
 
         TfLiteTensor* inputTensor = model.GetInputTensor(0);
-
+        TfLiteTensor* outputTensor = model.GetOutputTensor(0);
         if (!inputTensor->dims) {
             printf_err("Invalid input tensor dims\n");
             return false;
@@ -75,15 +75,13 @@ namespace app {
         const uint32_t displayChannels = 3;
 
         /* Set up pre and post-processing. */
-        VisualWakeWordPreProcess preprocess = VisualWakeWordPreProcess(&model);
+        VisualWakeWordPreProcess preProcess = VisualWakeWordPreProcess(inputTensor);
 
         std::vector<ClassificationResult> results;
-        VisualWakeWordPostProcess postprocess = VisualWakeWordPostProcess(
-                ctx.Get<Classifier&>("classifier"), &model,
+        VisualWakeWordPostProcess postProcess = VisualWakeWordPostProcess(outputTensor,
+                ctx.Get<Classifier&>("classifier"),
                 ctx.Get<std::vector<std::string>&>("labels"), results);
 
-        UseCaseRunner runner = UseCaseRunner(&preprocess, &postprocess, &model);
-
         do {
             hal_lcd_clear(COLOR_BLACK);
 
@@ -115,17 +113,18 @@ namespace app {
                                  inputTensor->bytes : IMAGE_DATA_SIZE;
 
             /* Run the pre-processing, inference and post-processing. */
-            if (!runner.PreProcess(imgSrc, imgSz)) {
+            if (!preProcess.DoPreProcess(imgSrc, imgSz)) {
+                printf_err("Pre-processing failed.");
                 return false;
             }
 
-            profiler.StartProfiling("Inference");
-            if (!runner.RunInference()) {
+            if (!RunInference(model, profiler)) {
+                printf_err("Inference failed.");
                 return false;
             }
-            profiler.StopProfiling();
 
-            if (!runner.PostProcess()) {
+            if (!postProcess.DoPostProcess()) {
+                printf_err("Post-processing failed.");
                 return false;
             }
 
@@ -138,7 +137,6 @@ namespace app {
             ctx.Set<std::vector<ClassificationResult>>("results", results);
 
 #if VERIFY_TEST_OUTPUT
-            TfLiteTensor* outputTensor = model.GetOutputTensor(0);
             arm::app::DumpTensor(outputTensor);
 #endif /* VERIFY_TEST_OUTPUT */