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Metric3d Vit Small

Developed by onnx-community
A depth estimation model based on transformers.js for predicting depth information from a single image.
Downloads 40
Release Time : 6/19/2024

Model Overview

This model uses deep learning techniques to estimate scene depth from a single image, suitable for applications such as computer vision and augmented reality.

Model Features

Lightweight
Based on transformers.js, suitable for running in browsers or lightweight environments.
Real-time Processing
Capable of quickly processing a single image and outputting depth estimation results.

Model Capabilities

Single-image depth estimation
Scene understanding

Use Cases

Computer Vision
Augmented Reality
Estimating scene depth in augmented reality applications for more realistic virtual object overlays.
Enhances the integration of virtual objects with real scenes
Robot Navigation
Providing scene depth information to robots to assist in path planning and obstacle avoidance.
Improves robot navigation capabilities in complex environments
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