enoxsoftware / yolov8withopencvforunityexample Goto Github PK View Code? Open in Web Editor NEW 15.0 1.0 2.0 47.96 MB An example of using OpenCV dnn module with YOLOv8. (ObjectDetection, Segmentation, Classification, PoseEstimation) C# 90.90% Jupyter Notebook 9.10% dnn object-detection opencv unity unity3d-plugin yolo yolov8n Introduction ยท People ยท Discuss
YOLOv8 With OpenCVForUnity Example An example of using OpenCV dnn module with YOLOv8. https://github.com/ultralytics/ultralytics Environment Windows / Mac / Linux / WebGL / Android / iOS Unity >= 2020.3.48f1+ Scripting backend MONO / IL2CPP OpenCV for Unity 2.5.9+ Setup Download the latest release unitypackage. YOLOv8WithOpenCVForUnityExample.unitypackage Create a new project. (YOLOv8WithOpenCVForUnityExample) Import OpenCVForUnity. Import the YOLOv8WithOpenCVForUnityExample.unitypackage. Add the "Assets/YOLOv8WithOpenCVForUnityExample/*.unity" files to the "Scenes In Build" list in the "Build Settings" window. Build and Deploy. Export YOLOv8 model to ONNX YOLOv8_export_to_OpenCVDNN_ONNX.ipynb Works with Multi-Object Tracking (MOT) MultiObjectTrackingExample ScreenShot Tutorials How to Train Ultralytics YOLOv8 models on Your Custom Dataset in Google Colab
YOLOv8 With OpenCVForUnity Example An example of using OpenCV dnn module with YOLOv8. https://github.com/ultralytics/ultralytics Environment Windows / Mac / Linux / WebGL / Android / iOS Unity >= 2020.3.48f1+ Scripting backend MONO / IL2CPP OpenCV for Unity 2.5.9+ Setup Download the latest release unitypackage. YOLOv8WithOpenCVForUnityExample.unitypackage Create a new project. (YOLOv8WithOpenCVForUnityExample) Import OpenCVForUnity. Import the YOLOv8WithOpenCVForUnityExample.unitypackage. Add the "Assets/YOLOv8WithOpenCVForUnityExample/*.unity" files to the "Scenes In Build" list in the "Build Settings" window. Build and Deploy. Export YOLOv8 model to ONNX YOLOv8_export_to_OpenCVDNN_ONNX.ipynb Works with Multi-Object Tracking (MOT) MultiObjectTrackingExample ScreenShot Tutorials How to Train Ultralytics YOLOv8 models on Your Custom Dataset in Google Colab
Any way to get facial landmark detection? YOLO is light years ahead of Mediapipe -- extremely robust. This model does track the nose, eyes, and ears -- is there another model or a way to get it to track more face landmarks?
Some custom trained models do not work When I train a model and test it in Python it works, if I then use the same .onnx file in Unity it does not detect the objects.
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