Skip to content

Commit 62ce418

Browse files
committed
docs(how-to-guides): add training docs for traffic_light_fine_detector
Signed-off-by: Aleksei Panferov <[email protected]>
1 parent f508499 commit 62ce418

File tree

1 file changed

+11
-0
lines changed

1 file changed

+11
-0
lines changed

docs/how-to-guides/training-machine-learning-models/training-models.md

+11
Original file line numberDiff line numberDiff line change
@@ -33,3 +33,14 @@ Detailed instructions for training the traffic light classifier model can be fou
3333
Training traffic light detection model and lidar CenterPoint model will be added there.
3434
3535
-->
36+
37+
## Training yolox detection model for Traffic_light_fine_detector package
38+
39+
To train custom yolox traffic light detection models and convert them into ONNX format for deployment in Autoware, please refer to the instructions provided in the README file included with the
40+
**"traffic_light_fine_detector"** package. These instructions will provide a step-by-step guide for training yolox model.
41+
42+
In order to assist you with your training process, we have also included a sample dataset in the Pascal VOC format.
43+
This dataset contains 1062 cropped images of traffic lights and annotations.
44+
You can utilize **[this example dataset](https://autoware-files.s3.us-west-2.amazonaws.com/dataset/traffic_light_detection_sample_dataset.tar.gz)** to facilitate your training efforts.
45+
46+
Detailed instructions for training the traffic light detector model can be found **[here](https://github.com/autowarefoundation/autoware.universe/blob/main/perception/traffic_light_fine_detector/README.md)**.

0 commit comments

Comments
 (0)