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Depthpro ONNX

Developed by onnx-community
DepthPro is a vision model for depth estimation, capable of predicting scene depth information from a single image.
Downloads 146
Release Time : 10/8/2024

Model Overview

DepthPro is an ONNX-based depth estimation model primarily used to generate depth maps from single images. Suitable for applications requiring scene depth information.

Model Features

ONNX Compatibility
The model provides ONNX-format weights for easy deployment and execution across various platforms.
Lightweight
Supports quantization (q4), making it suitable for resource-constrained environments.
Depth Map Generation
Capable of generating high-quality depth maps from single images, suitable for various vision applications.

Model Capabilities

Single-image depth estimation
Depth map generation

Use Cases

Computer Vision
Scene Depth Analysis
Used to analyze the relative depth relationships of different objects in an image.
Generates visual depth maps for easier understanding of a scene's 3D structure.
Augmented Reality
AR Scene Construction
Provides scene depth information for AR applications, aiding in accurate virtual object placement.
Enhances the immersion and interaction accuracy of AR applications.
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