2025 FS-AI Season

Institution of Mechanical Engineers · Formula Student

Artificial Intelligence Programme

Bus & Truck Detection

Real-time YOLOv8-powered detection system for heavy vehicle identification. Upload images to detect and classify buses and trucks with high precision using advanced computer vision.

Developed by Qais Ghazal

Upload an image

Upload road images with buses or trucks.
Supports JPG, PNG or WEBP up to 10 MB.

Detection output

We’ll stream back the annotated frame along with live stats.

Upload an image to detect buses and trucks.

Everything you need before competition day

Does this run on GPU or CPU?

Currently runs on CPU for wider compatibility. GPU acceleration can be enabled for faster inference if you have CUDA-compatible hardware available.

Can we export detections for reports?

Yes. Use the download button to capture the annotated JPEG. Pair it with your telemetry logs and include it in the design presentation.

Does it support batch processing?

For live demos we keep it focused on single-image feedback. Hook into the Flask endpoint to customize access for bulk.

Ready to test your detection model?

Upload road images, detect buses and trucks in real-time, and analyze heavy vehicle traffic with precision YOLOv8 object detection.