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Coreml DepthPro
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Coreml DepthPro

Developed by KeighBee
DepthPro is a monocular depth estimation model capable of predicting depth from a single image.
3D Vision#Monocular depth estimation#Sparse quantization optimization#Mobile deployment
Downloads 17
Release Time : 11/27/2024

Model Overview

DepthPro is a monocular depth estimation model trained to predict depth from a single image. It offers multiple variants, including pruned and quantized versions, to accommodate different application needs.

Model Features

Monocular depth estimation
Predicts depth information from a single image without requiring multi-view input.
Multiple variants
Offers original, pruned, and quantized versions to meet varying computational resource requirements.
High-resolution processing
Supports high-resolution image input up to 1536x1536.

Model Capabilities

Monocular depth estimation
High-resolution image processing
Depth map generation

Use Cases

Computer vision
Augmented reality
Estimates scene depth in real-time for AR applications to enhance the realism of virtual objects.
3D scene reconstruction
Reconstructs 3D structures of scenes from a single image.
Autonomous driving
Assists vehicles in perceiving distance information of the surrounding environment.
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