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DepthPro Coreml

This repo contains DepthPro.mlpackage(1900 MB).

Sourcehuggingface.co/coreml-projects/DepthPro-coreml/tree/e3b374e875fa7c89ca4c80203e1fb12e5e02bceb
TypeOtherModèle de baseapple/DepthProVersionRevision e3b374eBClasse

Source du modèle

Type
Other
Taille du fichier
1,77 GB
Modèle de base
apple/DepthPro
Version
vRevision e3b374e
Mis à jour
1 nov. 2026
Téléchargements
140
Source
Hugging Face

Description de la source

This repo contains DepthPro.mlpackage(1900 MB).

DepthPro CoreML Models

DepthPro is a monocular depth estimation model. This means that it is trained to predict depth on a single image.

DepthPro paper

DepthPro original repo

Model Inputs and Outputs

Inputs

  • image: $1536 \times 1536$ 3 color image ($[1 \times 3 \times 1536 \times 1536]$ ImageType).
  • originalWidth: A scalar containing the original width of the image before resizing ($[1 \times 1 \times 1 \times 1]$ TensorType).

Outputs

  • depthMeters: $1536 \times 1536$ 1 channel tensor containing depth in meters ($[1 \times 1 \times 1536 \times 1536]$ Tensor).

Download

Install huggingface-cli

brew install huggingface-cli

To download:

huggingface-cli download \
  --local-dir models --local-dir-use-symlinks False \
  coreml-projects/DepthPro-coreml \
  --include "DepthPro.mlpackage/*""

To download everything, skip the --include argument.

Conversion Tutorial

The huggingface/coreml-examples repository contains sample conversion code for DepthPro.mlpackage and other models.

Swift Integration

The huggingface/coreml-examples repository contains sample Swift code for DepthPro.mlpackage and other models. See the instructions there to build the demo app, which shows how to use the model in your own Swift apps.

Sources

1 source
Hugging FacePrincipalVersion e3b374e875fa7c89ca4c80203e1fb12e5e02bceb
huggingface.co/coreml-projects/DepthPro-coreml/tree/e3b374e875fa7c89ca4c80203e1fb12e5e02bceb

Vérifié 1 nov.

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Repository files

File inventory only; completeness is unverified.

Artefacts du modèle

1 artefact

DepthPro.mlpackage/Data/com.apple.CoreML/weights/weight.bin

bin · 1,77 GB · SHA-256 8de676bd5dbc…447e · Hugging Face

Download file

Extraits de sources

3 extraits
Readme17 aoûthuggingface.co/coreml-projects/DepthPro-coreml

--- tags: - depth-estimation library_name: coreml license: apple-ascl base_model: - apple/DepthPro --- This repo contains [DepthPro.mlpackage](DepthPro.mlpackage)(1900 MB). # DepthPro CoreML Models DepthPro is a monocular depth estimation model. This means that it is trained to predict depth on a single image. [DepthPro paper](https://arxiv.org/pdf/2410.02073) [DepthPro original repo](https://huggingface.co/apple/DepthPro) # Model Inputs and Outputs ### Inputs - `image`: $1536 \times 1536$ 3 color image ($[1 \times 3 \times 1536 \times 1536]$ ImageType). - `originalWidth`: A scalar containing the original width of the image before resizing ($[1 \times 1 \times 1 \times 1]$ TensorType). ### Outputs - `depthMeters`: $1536 \times 1536$ 1 channel tensor containing depth in meters ($[1 \times 1 \times 1536 \times 1536]$ Tensor). # Download Install `huggingface-cli` ```bash brew install huggingface-cli ``` To download: ```bash huggingface-cli download \ --local-dir models --local-dir-use-symlinks False \ coreml-projects/DepthPro-coreml \ --include "DepthPro.mlpackage/*"" ``` To download everything, skip the `--include` argument. # Conversion Tutorial The [`huggingface/coreml-examples`](https://github.com/huggingface/coreml-examples/blob/main/tutorials/DepthPro/depth_pro_coreml_guide.ipynb) repository contains sample conversion code for `DepthPro.mlpackage` and other models. # Swift Integration The [`huggingface/coreml-examples`](https://github.com/huggingface/coreml-examples/blob/main/DepthProSample/README.md) repository contains sample Swift code for `DepthPro.mlpackage` and other models. See [the instructions there](https://github.com/huggingface/coreml-examples/tree/main/DepthProSample) to build the demo app, which shows how to use the model in your own Swift apps.

Note1 nov.huggingface.co/coreml-projects/DepthPro-coreml

Source context: 140 downloads · 6 likes · Pipeline depth-estimation · Library coreml · Repo coreml-projects/DepthPro-coreml

Note17 aoûthuggingface.co/coreml-projects/DepthPro-coreml

Source context: 53 downloads · 5 likes · Pipeline depth-estimation · Library coreml · Repo coreml-projects/DepthPro-coreml