Hello trend,
YOLO object detection models have found their way into countless applications, from surveillance systems to autonomous vehicles. Recently, KerasCV has integrated the famous YOLOv8 detection models into its library. In this article, we explore how to fine-tune YOLOv8 with a custom dataset. Along the way, we will also cover the following points.
- Fine-tuning YOLOv8 on a traffic light detection dataset.
- Running inference on the validation images.
- Analyzing the results.
| Object Detection using KerasCV |
Accompanying code for the blog post can be found here:
| Download Code |
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