Depths-CPP
A high-performance C++ header and application for real-time metric depth estimation, using models from Depth-Anything-V3. Powered by ONNX Runtime and OpenCV, it supports seamless inference for images, videos, and live camera feeds. Designed for flexibility and efficiency with execution options for TensorRT, CUDA, or CPU to suit various performance
File Explorer
- cover.png
- depths_realtime_demo.gif
- depths_realtime_demo.mp4
- ferris_wheel.mp4
- ferris_wheel_depth.gif
- ferris_wheel_depth.mp4
- indoor.jpg
- depth_anything.hpp
- vits.onnx
- vits_metric_indoor.onnx
- vits_metric_outdoor.onnx
- vits_quint8.onnx
- export_depthanything_onnx.ipynb
- export_da3_onnx.py
- run_da3_camera_onnx.py
- camera_depth_estimation.cpp
- image_depth_estimation.cpp
- video_depth_estimation.cpp
- test_camera_decode_trace.py
- .gitignore
- build.sh
- CMakeLists.txt
- LICENSE
- README.md
- run_camera.sh
- run_image.sh
- run_video.sh
# Use via CDN
jsDelivrjsDelivr serves any public GitHub repository as a CDN with zero setup. Pick a version and a file to get a ready-to-paste link and snippet.
Command Glossary
Commands referenced in this DOCs, explained below.
git checkout
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git checkout
Checkout a branch or paths to the working tree.
git checkout -b {{branch_name}}
Create and switch to a new branch:
git checkout -b {{branch_name}} {{reference}}
Create and switch to a new branch based on a specific reference (branch, remote/branch, tag are examples of valid references):
git checkout {{branch_name}}
Switch to an existing local branch:
git clone
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git clone
Clone an existing repository.
git clone {{remote_repository_location}} {{path/to/directory}}
Clone an existing repository into a new directory (the default directory is the repository name):
git clone --recursive {{remote_repository_location}}
Clone an existing repository and its submodules:
git clone {{[-n|--no-checkout]}} {{remote_repository_location}}
Clone only the `.git` directory of an existing repository:
git commit
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git commit
Commit files to the repository.
git commit
Open an editor to write a message and commit staged files to the repository:
git commit {{[-m|--message]}} "{{message}}"
Commit staged files to the repository with the specified message:
git commit {{[-F|--file]}} {{path/to/commit_message_file}}
Commit staged files with a message read from a file:
git push
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git push
Push commits to a remote repository.
git push
Send local changes in the current branch to its default remote counterpart:
git push {{remote_name}} {{local_branch}}
Send changes from a specific local branch to its remote counterpart:
git push {{[-u|--set-upstream]}} {{remote_name}} {{local_branch}}
Send changes from a specific local branch to its remote counterpart, and set the remote one as the default push/pull target of the local one:
pip install
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pip install
Install Python packages.
pip install {{package1 package2 ...}}
Install one or more packages:
pip install {{package1 package2 ...}} {{[-U|--upgrade]}}
Upgrade all specified packages to the latest version, installing any that are not already present:
pip install {{package}}=={{version}}
Install a specific version of a package:
python
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python
Python language interpreter.
python
Start a REPL (interactive shell):
python {{path/to/file.py}}
Execute a specific Python file:
python -i {{path/to/file.py}}
Execute a specific Python file and start a REPL:
