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

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#yolo #yolov8 #objectdetection #computervision #opencv #pytorch #python #trafficlights #trafficlightsdetection #trafficanalysis
A complete YOLOv8 custom object detection and Tracking tutorial. In this tutorial, the YOLOv8 model is trained/ fine-tuned on Traffic Lights dataset.
YOLOv8 Traffic Light Detection + Color Recognition.
✅YOLOv8 for Traffic Lights Detection and Color Recognition
✅Works in Real-Time
✅Color of bounding boxes reflects the detected color.
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🧑🏻💻 My AI and Computer Vision Courses⭐:
📙 YOLOv9: Learn Object Detection, Tracking with WebApps (13$):
📕 Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (14$):
📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$):
Follow Me:
Chat with us on Discord:
For Consultation Call:
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► Time Stamps:
Introduction: (0:00)
Choosing Appropriate Dataset (Traffic Lights Dataset): (0:14)
Train YOLOv8 Custom Dataset: (6:00)
Testing the Fine-Tuned YOLOv8 Model on Videos: (16:10)
---------------------------------------------
► Github Repo:
A complete YOLOv8 custom object detection and Tracking tutorial. In this tutorial, the YOLOv8 model is trained/ fine-tuned on Traffic Lights dataset.
YOLOv8 Traffic Light Detection + Color Recognition.
✅YOLOv8 for Traffic Lights Detection and Color Recognition
✅Works in Real-Time
✅Color of bounding boxes reflects the detected color.
-----------------------------------------------------------------------------------------------------------------------------
If you enjoyed this video, be sure to subscribe and press the 👍 button
🧑🏻💻 My AI and Computer Vision Courses⭐:
📙 YOLOv9: Learn Object Detection, Tracking with WebApps (13$):
📕 Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (14$):
📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$):
Follow Me:
Chat with us on Discord:
For Consultation Call:
--------------------------------------------------------------------------------------------------------------------------
► Time Stamps:
Introduction: (0:00)
Choosing Appropriate Dataset (Traffic Lights Dataset): (0:14)
Train YOLOv8 Custom Dataset: (6:00)
Testing the Fine-Tuned YOLOv8 Model on Videos: (16:10)
---------------------------------------------
► Github Repo:
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