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Real-Time Obstacle Detection

Jan 2026 — Present

Designed and implemented a real-time obstacle detection system using YOLO-based object detection models. Curated a custom dataset using CVAT annotation tools, trained and fine-tuned the model, and published both the dataset and trained models as open-source resources on Hugging Face and Kaggle. The pipeline runs at real-time speeds suitable for embedded deployment.

Stack & Tools

YOLOPyTorchCVATHugging FaceKaggleComputer Vision

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