diff --git a/perception/autoware_tensorrt_yolox/config/yolox_tiny.param.yaml b/perception/autoware_tensorrt_yolox/config/yolox_tiny.param.yaml
index 051aa22f52d7d..e1ece63a4940f 100644
--- a/perception/autoware_tensorrt_yolox/config/yolox_tiny.param.yaml
+++ b/perception/autoware_tensorrt_yolox/config/yolox_tiny.param.yaml
@@ -1,9 +1,33 @@
+# cspell:ignore semseg
/**:
ros__parameters:
+
+ # refine segmentation mask by overlay roi class
+ # disable when sematic segmentation accuracy is good enough
+ is_roi_overlap_segment: true
+
+ # minimum existence_probability of detected roi considered to replace segmentation
+ overlap_roi_score_threshold: 0.3
+
+ # publish color mask for result visualization
+ is_publish_color_mask: false
+
+ roi_overlay_segment_label:
+ UNKNOWN : true
+ CAR : false
+ TRUCK : false
+ BUS : false
+ MOTORCYCLE : true
+ BICYCLE : true
+ PEDESTRIAN : true
+ ANIMAL: true
+
model_path: "$(var data_path)/tensorrt_yolox/$(var model_name).onnx" # The onnx file name for YOLOX model.
label_path: "$(var data_path)/tensorrt_yolox/label.txt" # The label file path for YOLOX model.
+ color_map_path: "$(var data_path)/tensorrt_yolox/semseg_color_map.csv"
score_threshold: 0.35 # Objects with a score lower than this value will be ignored. This threshold will be ignored if specified model contains EfficientNMS_TRT module in it.
nms_threshold: 0.7 # Detection results will be ignored if IoU over this value. This threshold will be ignored if specified model contains EfficientNMS_TRT module in it.
+
precision: "fp16" # Operation precision to be used on inference. Valid value is one of: [fp32, fp16, int8].
calibration_algorithm: "MinMax" # Calibration algorithm to be used for quantization when precision==int8. Valid value is one of: [Entropy, (Legacy | Percentile), MinMax].
dla_core_id: -1 # If positive ID value is specified, the node assign inference task to the DLA core.
diff --git a/perception/autoware_tensorrt_yolox/launch/yolox_tiny.launch.xml b/perception/autoware_tensorrt_yolox/launch/yolox_tiny.launch.xml
index 28637e7353e22..dc6ebc2edeebb 100644
--- a/perception/autoware_tensorrt_yolox/launch/yolox_tiny.launch.xml
+++ b/perception/autoware_tensorrt_yolox/launch/yolox_tiny.launch.xml
@@ -4,13 +4,15 @@
-
+
+
+