Memuat
Memuat
YO, (You Only Look Once) is a real-time object detection algorithm that has become the industry standard for computer vision, used in security camera systems, autonomous vehicles, automated quality inspection, and industrial monitoring. The latest versions, YOLOv8 and YOLOv11, make it easier to train custom models.
The YOLO Course at CID teaches how to train object detection models for your custom objects: from dataset collection and labeling, training configuration, accuracy evaluation, and deployment to real-time cameras or edge devices.
Data collection, annotation with Roboflow/LabelImg, augmentation, and YOLO format.
Setup YOLOv8/v11, hyperparameter configuration, training, and loss monitoring.
mAP, Precision, Recall, Confusion Matrix, and analysis of false positive/negative.
Real-time inference, batched prediction, TensorRT/ONNX export for acceleration.
Integration with OpenCV VideoCapture, IP camera, and Raspberry Pi/edge device.
REST API for inference, dashboard monitoring, and event notifications.
Our instructors actively work on real projects using this software.
Every course level ends with a mini project that can directly be added to your portfolio.
Curriculum is updated to follow the development of software and current industry needs.
Class size is limited so that every question can be answered directly by the instructor.
We also accept YOLO (Object Detection) project development services for thesis, final projects, and professional needs.
Lihat Jasa YOLO (Object Detection)It is recommended to have a basic understanding of Python and OpenCV. If not, start with Python or OpenCV courses first.
YOLOv8 and YOLOv11 (Ultralytics), the latest versions that are most actively developed.
Minimum 200–500 images per class for acceptable results. 1000+ per class for high accuracy.
Yes! Training custom YOLO for any object is the main focus of this course.
Yes.
Yes.
Yes, including model optimization for edge devices.
Very suitable.
Consult your learning goals, we'll help you choose the most suitable class.
Free Consultation