Image dataset annotator for pothole and speed breaker detection project
OtherImageClassification
I performed comprehensive image dataset annotation to support a Convolutional Neural Network (CNN) for pothole and speed breaker detection. The main work involved labeling images to distinguish between potholes, speed breakers, and normal road segments. This labeling facilitated the supervised learning process essential for optimizing model performance. • Labeled images were used for training a deep learning classification model
• Ensured high accuracy and consistency in annotated datasets
• Applied image classification principles for reliable object differentiation
• Contributed to road safety through accurate data annotation
I performed comprehensive image dataset annotation to support a Convolutional Neural Network (CNN) for pothole and speed breaker detection. The main work involved labeling images to distinguish between potholes, speed breakers, and normal road segments. This labeling facilitated the supervised learning process essential for optimizing model performance. • Labeled images were used for training a deep learning classification model • Ensured high accuracy and consistency in annotated datasets • Applied image classification principles for reliable object differentiation • Contributed to road safety through accurate data annotation
2024 - 2024