The latest articles on DEV Community by Furkan Şimşek (@furkansimsek). https://dev.to/furkansimsek https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F801967%2Fb271d1a9-7647-4312-a0f3-64a5e6286336.png https://dev.to/furkansimsek en Furkan Şimşek Wed, 14 Jan 2026 12:17:33 +0000 https://dev.to/furkansimsek/im-very-proud-to-complete-my-new-research-quantized-yolo-based-deep-learning-models-for-low-speed-1dm8 https://dev.to/furkansimsek/im-very-proud-to-complete-my-new-research-quantized-yolo-based-deep-learning-models-for-low-speed-1dm8 <div class="crayons-card c-embed text-styles text-styles--secondary"> <div class="c-embed__content"> <div class="c-embed__cover"> <a href="https://github.com/Furkan-Simsek/quantized-yolo-adas-rpi5" class="c-link align-middle" rel="noopener noreferrer"> <img alt="" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fopengraph.githubassets.com%2F73e31d6964800adf8fe68fa3b301bf8adf2efe5778682bd2938803887410a9fd%2FFurkan-Simsek%2Fquantized-yolo-adas-rpi5" height="600" class="m-0" width="1200"> </a> </div> <div class="c-embed__body"> <h2 class="fs-xl lh-tight"> <a href="https://github.com/Furkan-Simsek/quantized-yolo-adas-rpi5" rel="noopener noreferrer" class="c-link"> GitHub - Furkan-Simsek/quantized-yolo-adas-rpi5: Quantized YOLOv11 and YOLOv8 models for real-time object detection in low-speed ADAS on Raspberry Pi 5 (CPU-only). Includes training code, ONNX quantization, and benchmarks. </a> </h2> <p class="truncate-at-3"> Quantized YOLOv11 and YOLOv8 models for real-time object detection in low-speed ADAS on Raspberry Pi 5 (CPU-only). Includes training code, ONNX quantization, and benchmarks. - Furkan-Simsek/quantiz... </p> <div class="color-secondary fs-s flex items-center"> <img alt="favicon" class="c-embed__favicon m-0 mr-2 radius-0" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fgithub.githubassets.com%2Ffavicons%2Ffavicon.svg" width="32" height="32"> github.com </div> </div> </div> </div> Furkan Şimşek Sat, 03 Jan 2026 10:58:29 +0000 https://dev.to/furkansimsek/my-single-best-advice-for-anyone-wanting-to-start-in-ai-3d26 https://dev.to/furkansimsek/my-single-best-advice-for-anyone-wanting-to-start-in-ai-3d26 <p>Stop just watching tutorials. Start reading papers and writing actual code.</p> <p>Real growth doesn't come from following perfect walkthroughs; it comes from the frustrating hours spent debugging a model that won't work.</p> ai deeplearning machinelearning career