Thailand Saraburi muaklek

<span class="cf0">Internship Summary</span><span class="cf0">Project : AI Appearance Detect Auto Detection Kaizen</span> <p style="text-align: left"><span class="cf0">In the project, I was responsible for both dataset preparation and model training. I annotated 20,122 tire inspection images using Label Studio and exported them in COCO format to support YOLO-based object detection. I then worked on defect classification validation using CNN architectures such as ResNet-50 and MobileNetV2 to improve detection accuracy. To handle class imbalance, I also experimented with </span><span class="cf0">AutoAugment</span><span class="cf0"> and DCGAN-based data augmentation, evaluating their impact on model robustness.</span></p>

Myanmar (formerly Burma) Mandalay Mandalay

Myanmar (formerly Burma) Yangon Yangon