This whitepaper introduces a cost-effective method for vehicle speed estimation using classical image processing techniques. This approach, designed for resource-limited environments like construction sites, bypasses the need for advanced GPUs and SSDs, offering real-time, accurate speed estimation through motion detection and object masking.

