Web App to measure the distance and direction of an object to the camera. That use just image
OmniMetric is a platform built with the vision of Cost Democratization in spatial analysis. The project tackles a significant Computer Vision challenge: accurately processing highly distorted 360° panoramic images. To solve this, I designed and implemented a custom pipeline called the "Sniper Method". This architecture integrates multiple models to maximize accuracy. It begins with YOLO acting as a "scout" to detect objects and identify their bounding box coordinates. Next, the system calculates spherical coordinates (Yaw/Pitch) and utilizes Py360Convert to extract a flattened, distortion-free perspective crop. Finally, a Depth Estimation model (Depth Pro / Depth Anything V2) processes this clean crop to calculate the true metric depth in meters.
