Object Detection for Autonomous Vehicles

• Tech Stack: Python, PyTorch, OpenCV, Flask, HTML/CSS, tqdm
• Github URL: Project Link

Leveraged the DETR transformer to detect objects in challenging weather conditions such as foggy or misty environments. Optimized the model using the Intel oneAPI toolkit, resulting in a 10-fold reduction in inference time and a 20% decrease in training time, with web interface for seamless accessibility.