Memuat
Memuat
Need an automatic detection system using a camera, counting vehicles, detecting product defects, monitoring attendance, or recognizing specific objects? Our team builds trained YOLO systems tailored to your specific needs.
We work on YOLO projects for academic research, industrial manufacturing (visual QC), security, agriculture, and transportation, from model training to system deployment.
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.
Discussion of project requirements, desired features, and expected timeline.
We provide transparent time and cost estimates before starting the work.
Progress is communicated regularly, you can monitor and provide feedback.
Output is tested and revised according to the package until the result meets the agreement.
Files are delivered complete with documentation and support during the warranty period.
We also offer YOLO (Object Detection) courses, from beginner to advanced, online, with certificate.
Lihat Kursus YOLO (Object Detection)Vehicle/person counter, product defect detection, attendance monitoring, APD detection (helmet, vest), fruit classification, plant pest detection, and other custom objects.
Yes, it's very commonly done for Informatics and Electrical Engineering theses.
Training model with an existing dataset: 7–14 days. Complete system with deployment: 2–4 weeks.
The initial dataset should come from you (target object photos). We will help with labeling and augmentation.
Yes, we integrate with USB camera, IP cam, or RTSP stream.
Yes, with TensorRT/ONNX optimization.
Yes, including mAP, precision, recall, and confusion matrix.
Describe the objects you want to detect and their applications.
Free initial consultation with no commitment. We provide transparent time and cost estimates.
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