Depth Any Camera

Depth Any Camera Depth any camera (dac) is a zero shot metric depth estimation framework that extends a perspective trained model to handle any type of camera with varying fovs effectively. This paper proposes a framework that can estimate metric depth from any camera type, including fisheye and 360 degree cameras, without specialized training data. it uses equi rectangular projection, pitch aware conversion, fov alignment and data augmentation to achieve state of the art results.

Depth Any Camera Depth any camera (dac) is a powerful zero shot metric depth estimation framework that extends a perspective trained model to handle any type of camera with varying fovs. Depth any camera (dac) is a novel zero shot metric depth estimation framework that extends a perspective trained model to handle any type of camera with varying fovs effectively. While recent depth foundation models exhibit strong zero shot generalization, achieving accurate metric depth across diverse camera types—particularly those wit. What is depth any camera? depth any camera (dac) is a novel framework for metric depth estimation that can process images from perspective, fisheye, and 360° cameras using a single model trained exclusively on perspective images.

Depth Any Camera While recent depth foundation models exhibit strong zero shot generalization, achieving accurate metric depth across diverse camera types—particularly those wit. What is depth any camera? depth any camera (dac) is a novel framework for metric depth estimation that can process images from perspective, fisheye, and 360° cameras using a single model trained exclusively on perspective images. Depth any camera (dac) is a training framework for metric depth estimation that enables zero shot generalization across cameras with diverse fields of view—including fisheye and 360° images. We introduce depth any camera (dac), a framework enabling superior zero shot generalization in metric depth estimation for large fov cameras, including fisheye and 360°. The document introduces depth any camera (dac), a zero shot metric depth estimation framework capable of generalizing across various camera types, including fisheye and 360 degree cameras, despite being trained solely on perspective images. This paper introduces depth any camera (dac), a novel zero shot metric depth estimation framework that extends a perspective trained model to handle varying fovs effectively.

Depth Any Camera Depth any camera (dac) is a training framework for metric depth estimation that enables zero shot generalization across cameras with diverse fields of view—including fisheye and 360° images. We introduce depth any camera (dac), a framework enabling superior zero shot generalization in metric depth estimation for large fov cameras, including fisheye and 360°. The document introduces depth any camera (dac), a zero shot metric depth estimation framework capable of generalizing across various camera types, including fisheye and 360 degree cameras, despite being trained solely on perspective images. This paper introduces depth any camera (dac), a novel zero shot metric depth estimation framework that extends a perspective trained model to handle varying fovs effectively.

Depth Any Camera The document introduces depth any camera (dac), a zero shot metric depth estimation framework capable of generalizing across various camera types, including fisheye and 360 degree cameras, despite being trained solely on perspective images. This paper introduces depth any camera (dac), a novel zero shot metric depth estimation framework that extends a perspective trained model to handle varying fovs effectively.

Yuliangguo Depth Any Camera Hugging Face