Pergunta de entrevista da empresa Biz-Tech Analytics

They asked me to explain my computer vision assignment in detail, including the preprocessing steps, model architecture, and evaluation metrics used.

Resposta da entrevista

Sigiloso

19 de mar. de 2026

I explained my solution step by step, starting from understanding the dataset and performing preprocessing like resizing, normalization, and augmentation. I used a YOLO-based model for the task, as it is efficient for real-time object detection and provides good accuracy. I described why I selected YOLO and how I trained and evaluated the model. I also discussed challenges like overfitting and how I improved performance using techniques like augmentation and hyperparameter tuning.