Traffic Lights Detection and Color Recognition using YOLOv8 | Custom Object Detection Tutorial

[@muhammadmoinfaisal]

*🧑🏻‍💻 My AI and Computer Vision Courses⭐* *📙 Modern Computer Vision with OpenCV 2025 (13$)* www.udemy.com/course/modern-computer-vision-with-opencv/?couponCode=DOLLARS13JANUARY *📚 YOLO11: Custom Object Detection & Web Apps in Python 2024 (13$)* www.udemy.com/course/yolo11-custom-object-detection-web-apps-in-python-2024/?couponCode=DOLLARS13JANUARY *📘 AI 4 Everyone: Build Generative AI & Computer Vision Apps (13$)* www.udemy.com/course/ai-4-everyone-dive-into-modern-ai-with-llama-31-and-gemini/?couponCode=DOLLARS13JANUARY *📙 YOLOv9, YOLOv10 & YOLO11: Learn Object Detection & Web Apps (13$)* www.udemy.com/course/yolov9-learn-object-detection-tracking-with-webapps/?couponCode=DOLLARS13JANUARY *📕 Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (14$)* www.udemy.com/course/learn-langchain-build-12-llm-apps-using-openai-llama-2/?couponCode=DOLLARS13JANUARY *📚 Computer Vision Web Development: YOLOv8 and TensorFlow.js (13$)* hwww.udemy.com/course/computer-vision-web-development/?couponCode=DOLLARS13JANUARY *📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$)* www.udemy.com/course/learn-opencv-build-30-apps-with-opencv-yolov8-yolo-nas/?couponCode=DOLLARS13JANUARYY *📗 YOLO-NAS, OpenAI, SAM with WebApps using Flask and Streamlit (13$)* www.udemy.com/course/yolo-nas-object-detection-tracking-web-app-in-python-2023/?couponCode=DOLLARS13JANUARY *📘 YOLO-NAS The Ultimate Course for Object Detection & Tracking (13$)* www.udemy.com/course/yolo-nas-the-ultimate-course-for-object-detection-tracking/?couponCode=DOLLARS13JANUARY *📙 YOLOv8 & YOLO11: Custom Object Detection & Web Apps 2024 (13$)* www.udemy.com/course/yolov8-the-ultimate-course-for-object-detection-tracking/?couponCode=DOLLARS13JANUARY *📚 YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & Web Apps in Python 2023 (13$)* www.udemy.com/course/yolov7-object-detection-tracking-with-web-app-development/?couponCode=DOLLARS13JANUARY

[@aibaseHQ]

Awesome tutorial, Muhammad! Great work!

[@muhammadmoinfaisal]

Thank you! Cheers!

[@duongtruongthanh455]

This is cool. Is it based on color or positioning. For example, if the top was green, would it say red, green, or undetermined?

[@aminaabdulrehman1923]

When will flask toturial will come for yolov8 as you said it is coming this week. Thanks.

[@Ahmed-xn2qf]

Nice tutorial

[@Ahmed-xn2qf]

Sir can you make a tutorial on how to create a flask API and deploy model in exspanse, I have checked the site and they you can train deploy monitor model in exspanse, so please make a video tutorial on it, Plus do exspanse have any yearly or monthly subscription and do they offer any discount Thank you

[@joelbhaskarnadar7391]

Super

[@muhammadmoinfaisal]

Thanks

[@aminaabdulrehman1923]

Plz upload the video on flask for yolov8.

[@muhammadmoinfaisal]

The complete Flask Series will be uploaded by Friday

[@aminaabdulrehman1923]

​@@muhammadmoinfaisalThanks.