Training YOLOv8 with KerasCV on Custom Traffic Light Dataset

LearnOpenCV
LearnOpenCV
3.7 هزار بار بازدید - 9 ماه پیش - 📚 Blog post Link:
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Dive into the world of object detection with the robustness of YOLOv8, now seamlessly integrated into the KerasCV framework! In today's session, we venture into fine-tuning YOLOv8 for a specialized application - traffic light detection. A crucial component for Advanced Driver Assistance Systems (ADAS).

Discover:

✅ The nuances of the Traffic Light Detection Dataset.
✅ The steps to wield YOLOv8 using KerasCV for custom datasets.
✅ A demonstration of inference on validation images.
✅ YOLOv8's prowess in real-time video inference.

Missed our previous session?

We covered an in-depth overview of the KerasCV library last week. Ensure to check it out!
📚 KerasCV Unveiled: Universal Tool for ...

Join us as we demystify the steps to train YOLOv8 on custom data using KerasCV. Let's illuminate our path with AI!

Resources:

🖥️ On our blog - https://learnopencv.com we also share tutorials and code on topics like Image
Processing, Image Classification, Object Detection, Face Detection, Face Recognition, YOLO, Segmentation, Pose Estimation, and many more using OpenCV(Python/C++), PyTorch, and TensorFlow.

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9 ماه پیش در تاریخ 1402/08/08 منتشر شده است.
3,764 بـار بازدید شده
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