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src/data/examples.json

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"description": "Transform speech to text.",
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"preview": "/img/whisper.png.avif",
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"website": "stt",
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"source": "https://github.com/dora-rs/dora/blob/main/examples/speech-to-text",
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"source": "https://github.com/dora-rs/node-hub/blob/main/examples/speech-to-text",
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"tags": ["audio", "python"],
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"category": "Audio",
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"last_commit": "https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fspeech-to-text"
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"title": "Translation",
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"description": "Translate audio in real time.",
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"website": "translation",
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"source": "https://github.com/dora-rs/dora/blob/main/examples/translation",
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"source": "https://github.com/dora-rs/node-hub/blob/main/examples/translation",
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"tags": ["audio", "python"],
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"last_commit": "https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Ftranslation",
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"category": "Audio"
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"description": "Use a VLM to understand images.",
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"preview": "https://github.com/QwenLM/Qwen-VL/raw/master/assets/logo.jpg",
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"website": "vlm",
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"source": "https://github.com/dora-rs/dora/blob/main/examples/vlm",
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"source": "https://github.com/dora-rs/node-hub/blob/main/examples/vlm",
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"last_commit": "https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fvlm",
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"tags": ["python", "image"],
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"category": "Vision"
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"description": "Use YOLO to detect object within image.",
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"preview": "https://github.com/ultralytics/docs/releases/download/0/ultralytics-yolov8-banner.avif",
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"website": "yolo",
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"source": "https://github.com/dora-rs/dora/blob/main/examples/python-dataflow",
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"source": "https://github.com/dora-rs/node-hub/blob/main/examples/python-dataflow",
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"last_commit": "https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fpython-dataflow",
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"tags": ["python", "image"],
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"category": "Vision"
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"description": "Simple webcam plot example",
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"preview": "https://upload.wikimedia.org/wikipedia/commons/3/35/AdventWebcam.jpg",
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"website": "webcam",
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"source": "https://github.com/dora-rs/dora/blob/main/examples/camera",
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"source": "https://github.com/dora-rs/node-hub/blob/main/examples/camera",
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"last_commit": "https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fcamera",
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"tags": ["python", "image"],
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"category": "Vision"
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"title": "Piper RDT",
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"description": "Piper RDT Pipeline",
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"website": "piper",
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"source": "https://github.com/dora-rs/dora/blob/main/examples/piper",
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"source": "https://github.com/dora-rs/node-hub/blob/main/examples/piper",
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"last_commit": "https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fpiper",
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"preview": "https://global.agilex.ai/cdn/shop/files/PIPER0814.00_00_37_00.Still004.jpg?v=1724743157&width=3840",
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"tags": ["python", "image"],
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"title": "LeRobot - Alexander Koch",
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"description": "Training Alexander Koch Low Cost Robot with LeRobot",
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"website": "lerobot",
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"source": "https://raw.githubusercontent.com/dora-rs/dora-lerobot/refs/heads/main/README.md",
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"source": "https://github.com/dora-rs/dora-lerobot/blob/main",
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"last_commit": "https://img.shields.io/github/last-commit/dora-rs/dora-lerobot?path=robots",
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"preview": "https://cdn-uploads.huggingface.co/production/uploads/631ce4b244503b72277fc89f/MNkMdnJqyPvOAEg20Mafg.png",
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"tags": ["python", "image"],
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"description": "Example using CUDA Zero Copy",
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"website": "cuda-example",
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"preview": "https://d29g4g2dyqv443.cloudfront.net/sites/default/files/akamai/ros-dp-nitros.gif",
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"source": "https://github.com/dora-rs/dora/blob/main/examples/cuda-benchmark",
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"source": "https://github.com/dora-rs/node-hub/blob/main/examples/cuda-benchmark",
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"last_commit": "https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fcuda-benchmark",
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"tags": [],
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"category": "Tutorial"
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"description": "GPU Benchmark of dora-rs",
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"website": "gpu-benchmark",
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"preview": "https://github.com/user-attachments/assets/d64370fc-b0ba-46af-be83-19d3c772ada6",
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"source": "https://github.com/dora-rs/dora/blob/main/examples/cuda-benchmark",
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"source": "https://github.com/dora-rs/node-hub/blob/main/examples/cuda-benchmark",
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"last_commit": "https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fcuda-benchmark",
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"tags": [],
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"category": "Benchmark"

src/data/output_table.md

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| Type | Title | Description | Last Commit |
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|------|-------|-------------|-------------|
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| Audio | [Speech to Text(STT)](https://github.com/dora-rs/dora/blob/main/examples/speech-to-text) | Transform speech to text. | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fspeech-to-text?label=%20) |
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| Audio | [Translation](https://github.com/dora-rs/dora/blob/main/examples/translation) | Translate audio in real time. | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Ftranslation?label=%20) |
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| Vision | [Vision Language Model(VLM)](https://github.com/dora-rs/dora/blob/main/examples/vlm) | Use a VLM to understand images. | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fvlm?label=%20) |
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| Vision | [YOLO](https://github.com/dora-rs/dora/blob/main/examples/python-dataflow) | Use YOLO to detect object within image. | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fpython-dataflow?label=%20) |
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| Vision | [Camera](https://github.com/dora-rs/dora/blob/main/examples/camera) | Simple webcam plot example | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fcamera?label=%20) |
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| Training | [Piper RDT](https://github.com/dora-rs/dora/blob/main/examples/piper) | Piper RDT Pipeline | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fpiper?label=%20) |
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| Training | [LeRobot - Alexander Koch](https://raw.githubusercontent.com/dora-rs/dora-lerobot/refs/heads/main/README.md) | Piper RDT Pipeline | ![License](https://img.shields.io/github/last-commit/dora-rs/dora-lerobot?label=%20) |
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| Tutorial | [C++ ROS2 Example](https://github.com/dora-rs/dora/blob/main/examples/c++-ros2-dataflow) | Example using C++ ROS2 | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fc%2b%2b-ros2-dataflow?label=%20) |
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| Tutorial | [Rust ROS2 Example](https://github.com/dora-rs/dora/blob/main/examples/rust-ros2-dataflow) | Example using Rust ROS2 | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Frust-ros2-dataflow?label=%20) |
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| Tutorial | [Python ROS2 Example](https://github.com/dora-rs/dora/blob/main/examples/python-ros2-dataflow) | Example using Python ROS2 | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fpython-ros2-dataflow?label=%20) |
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| Tutorial | [Python Example](https://github.com/dora-rs/dora/blob/main/examples/python-dataflow) | Example using Python | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fpython-dataflow?label=%20) |
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| Tutorial | [C++ Example](https://github.com/dora-rs/dora/blob/main/examples/c++-dataflow) | Example with C++ node | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fc%2b%2b-dataflow?label=%20) |
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| Tutorial | [CUDA Example](https://github.com/dora-rs/dora/blob/main/examples/cuda-benchmark) | Example using CUDA Zero Copy | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fcuda-benchmark?label=%20) |
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| Tutorial | [CMake Example](https://github.com/dora-rs/dora/blob/main/examples/cmake-dataflow) | Example using CMake | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fcmake-dataflow?label=%20) |
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| Tutorial | [C Example](https://github.com/dora-rs/dora/blob/main/examples/c-dataflow) | Example with C node | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fc-dataflow?label=%20) |
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| Tutorial | [Rust Example](https://github.com/dora-rs/dora/blob/main/examples/rust-dataflow) | Example using Rust | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Frust-dataflow?label=%20) |
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| Benchmark | [CPU Benchmark](https://github.com/dora-rs/dora-benchmark/blob/main) | CPU Benchmark of dora-rs | ![License](https://img.shields.io/github/last-commit/dora-rs/dora-benchmark?label=%20) |
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| Benchmark | [GPU Benchmark](https://github.com/dora-rs/dora/blob/main/examples/cuda-benchmark) | GPU Benchmark of dora-rs | ![License](https://img.shields.io/github/last-commit/dora-rs/dora?path=examples%2Fcuda-benchmark?label=%20) |
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| Type | Title | Description | Support | Downloads | License |
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|------|-------|-------------|---------|-----------|---------|
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| Camera | [Kornia GST Capture](https://github.com/kornia/dora-nodes-hub/tree/main/kornia-gst-capture) | Video Capture using Gstreamer || | ![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg?label=%20) |
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| Camera | [Kornia V4L Capture](https://github.com/kornia/dora-nodes-hub/tree/main/kornia-v4l-capture) | Video stream for Linux Cameras || | ![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg?label=%20) |
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| Camera | [PyOrbbeckSDK](https://github.com/dora-rs/node-hub/blob/main/dora-pyorbbecksdk) | Image and depth from Orbbeck Camera | 📐 | ![Downloads](https://img.shields.io/pypi/dm/dora-pyorbbecksdk?label=%20) | ![License](https://img.shields.io/pypi/l/dora-pyorbbecksdk?label=%20) |
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| Camera | [PyRealsense](https://github.com/dora-rs/node-hub/blob/main/dora-pyrealsense) | Image and depth from Realsense | Linux🆗 <br> Mac🛠️ | ![Downloads](https://img.shields.io/pypi/dm/dora-pyrealsense?label=%20) | ![License](https://img.shields.io/pypi/l/dora-pyrealsense?label=%20) |
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| Camera | [OpenCV Video Capture](https://github.com/dora-rs/node-hub/blob/main/opencv-video-capture) | Image stream from OpenCV Camera || ![Downloads](https://img.shields.io/pypi/dm/opencv-video-capture?label=%20) | ![License](https://img.shields.io/pypi/l/opencv-video-capture?label=%20) |
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| Peripheral | [Keyboard](https://github.com/dora-rs/node-hub/blob/main/dora-keyboard) | Keyboard char listener || ![Downloads](https://img.shields.io/pypi/dm/dora-keyboard?label=%20) | ![License](https://img.shields.io/pypi/l/dora-keyboard?label=%20) |
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| Peripheral | [Microphone](https://github.com/dora-rs/node-hub/blob/main/dora-microphone) | Audio from microphone || ![Downloads](https://img.shields.io/pypi/dm/dora-microphone?label=%20) | ![License](https://img.shields.io/pypi/l/dora-microphone?label=%20) |
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| Peripheral | [PyAudio(Speaker)](https://github.com/dora-rs/node-hub/blob/main/dora-pyaudio) | Output audio from speaker || ![Downloads](https://img.shields.io/pypi/dm/dora-pyaudio?label=%20) | ![License](https://img.shields.io/pypi/l/dora-pyaudio?label=%20) |
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| Actuator | [Feetech](https://github.com/dora-rs/dora-lerobot/blob/main/node-hub/feetech-client) | Feetech Client | 📐 | | |
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| Actuator | [Dynamixel](https://github.com/dora-rs/dora-lerobot/blob/main/node-hub/dynamixel-client) | Dynamixel Client | 📐 | | |
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| Chassis | [Agilex - UGV](https://github.com/dora-rs/node-hub/blob/main/dora-ugv) | Robomaster Client | 🆗 | ![Downloads](https://img.shields.io/pypi/dm/dora-ugv?label=%20) | ![License](https://img.shields.io/pypi/l/dora-ugv?label=%20) |
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| Chassis | [Dora Kit Car](https://github.com/dora-rs/node-hub/blob/main/dora-kit-car) | Open Source Chassis | 🆗 | ![Downloads](https://img.shields.io/pypi/dm/dora-kit-car?label=%20) | ![License](https://img.shields.io/pypi/l/dora-kit-car?label=%20) |
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| Chassis | [DJI - Robomaster S1](https://huggingface.co/datasets/dora-rs/dora-robomaster) | Robomaster Client | 📐 | | |
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| Arm | [Alex Koch - Low Cost Robot](https://github.com/dora-rs/dora-lerobot/blob/main/robots/alexk-lcr) | Alex Koch - Low Cost Robot Client | 📐 | | |
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| Arm | [Agilex - Piper](https://github.com/dora-rs/node-hub/blob/main/dora-piper) | Agilex arm client | 🆗 | ![Downloads](https://img.shields.io/pypi/dm/dora-piper?label=%20) | ![License](https://img.shields.io/pypi/l/dora-piper?label=%20) |
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| Arm | [Lebai - LM3](https://github.com/dora-rs/dora-lerobot/blob/main/node-hub/lebai-client) | Lebai client | 📐 | | |
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| Robot | [Trossen - Aloha](https://github.com/dora-rs/dora-lerobot/blob/main/robots/aloha) | Aloha client | 📐 | | |
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| Robot | [Pollen - Reachy 1](https://github.com/dora-rs/dora-lerobot/blob/main/node-hub/dora-reachy1) | Reachy 1 Client | 📐 | | |
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| Robot | [Pollen - Reachy 2](https://github.com/dora-rs/node-hub/blob/main/dora-reachy2) | Reachy 2 client | 🆗 | ![Downloads](https://img.shields.io/pypi/dm/dora-reachy2?label=%20) | ![License](https://img.shields.io/pypi/l/dora-reachy2?label=%20) |
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| Voice Activity Detection(VAD) | [Silero VAD](https://github.com/dora-rs/node-hub/blob/main/dora-vad) | Silero Voice activity detection || ![Downloads](https://img.shields.io/pypi/dm/dora-vad?label=%20) | ![License](https://img.shields.io/pypi/l/dora-vad?label=%20) |
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| Speech to Text(STT) | [Whisper](https://github.com/dora-rs/node-hub/blob/main/dora-distil-whisper) | Transcribe audio to text || ![Downloads](https://img.shields.io/pypi/dm/dora-distil-whisper?label=%20) | ![License](https://img.shields.io/pypi/l/dora-distil-whisper?label=%20) |
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| Object Detection | [Yolov8](https://github.com/dora-rs/node-hub/blob/main/dora-yolo) | Object detection || ![Downloads](https://img.shields.io/pypi/dm/dora-yolo?label=%20) | ![License](https://img.shields.io/pypi/l/dora-yolo?label=%20) |
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| Segmentation | [SAM2](https://github.com/dora-rs/node-hub/blob/main/dora-sam2) | Segment Anything | Cuda✅ <br> Metal🛠️ | ![Downloads](https://img.shields.io/pypi/dm/dora-sam2?label=%20) | ![License](https://img.shields.io/pypi/l/dora-sam2?label=%20) |
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| Large Language Model(LLM) | [Qwen2.5](https://github.com/dora-rs/node-hub/blob/main/dora-qwen) | Large Language Model using Qwen || ![Downloads](https://img.shields.io/pypi/dm/dora-qwen?label=%20) | ![License](https://img.shields.io/pypi/l/dora-qwen?label=%20) |
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| Vision Language Model(VLM) | [InternVL](https://github.com/dora-rs/node-hub/blob/main/dora-internvl) | InternVL is a vision language model | 🆗 | ![Downloads](https://img.shields.io/pypi/dm/dora-internvl?label=%20) | ![License](https://img.shields.io/pypi/l/dora-internvl?label=%20) |
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| Vision Language Model(VLM) | [Qwen2.5-vl](https://github.com/dora-rs/node-hub/blob/main/dora-qwen2-5-vl) | Vision Language Model using Qwen2.5 VL || ![Downloads](https://img.shields.io/pypi/dm/dora-qwen2-5-vl?label=%20) | ![License](https://img.shields.io/pypi/l/dora-qwen2-5-vl?label=%20) |
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| Vision Language Action(VLA) | [RDT-1B](https://github.com/dora-rs/node-hub/blob/main/dora-rdt-1b) | Infer policy using Robotic Diffusion Transformer | 🆗 | ![Downloads](https://img.shields.io/pypi/dm/dora-rdt-1b?label=%20) | ![License](https://img.shields.io/pypi/l/dora-rdt-1b?label=%20) |
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| Translation | [Opus MT](https://github.com/dora-rs/node-hub/blob/main/dora-opus) | Translate text between language | 🆗 | ![Downloads](https://img.shields.io/pypi/dm/dora-opus?label=%20) | ![License](https://img.shields.io/pypi/l/dora-opus?label=%20) |
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| Translation | [ArgosTranslate](https://github.com/dora-rs/node-hub/blob/main/dora-argotranslate) | Open Source translation engine | 🆗 | ![Downloads](https://img.shields.io/pypi/dm/dora-argotranslate?label=%20) | ![License](https://img.shields.io/pypi/l/dora-argotranslate?label=%20) |
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| Text to Speech(TTS) | [Kokoro TTS](https://github.com/dora-rs/node-hub/blob/main/dora-kokoro-tts) | Efficient Text to Speech || ![Downloads](https://img.shields.io/pypi/dm/dora-kokoro-tts?label=%20) | ![License](https://img.shields.io/pypi/l/dora-kokoro-tts?label=%20) |
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| Recorder | [Llama Factory Recorder](https://github.com/dora-rs/node-hub/blob/main/llama-factory-recorder) | Record data to train LLM and VLM | 🆗 | ![Downloads](https://img.shields.io/pypi/dm/llama-factory-recorder?label=%20) | ![License](https://img.shields.io/pypi/l/llama-factory-recorder?label=%20) |
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| Recorder | [LeRobot Recorder](https://github.com/dora-rs/dora-lerobot/blob/main/node-hub/lerobot-dashboard) | LeRobot Recorder helper | 📐 | | |
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| Visualization | [Plot](https://github.com/dora-rs/node-hub/blob/main/opencv-plot) | Simple OpenCV plot visualization || ![Downloads](https://img.shields.io/pypi/dm/dora-yolo?label=%20) | ![License](https://img.shields.io/pypi/l/opencv-plot?label=%20) |
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| Visualization | [Rerun](https://github.com/dora-rs/node-hub/blob/main/dora-rerun) | Visualization tool || ![Downloads](https://img.shields.io/pypi/dm/dora-rerun?label=%20) | ![License](https://img.shields.io/pypi/l/dora-rerun?label=%20) |
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| Simulator | [Mujoco](https://github.com/dora-rs/dora-lerobot/blob/main/node-hub/mujoco-client) | Mujoco Simulator | 📐 | | |
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| Simulator | [Gymnasium](https://github.com/dora-rs/dora-lerobot/blob/main/gym_dora) | Experimental OpenAI Gymnasium bridge | 📐 | | |
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| Simulator | [Carla](https://github.com/dora-rs/dora-drives) | Carla Simulator | 📐 | | |
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| nan | [Kornia Sobel Operator](https://github.com/kornia/dora-nodes-hub/tree/main/kornia-imgproc-sobel) | Kornia image processing Sobel operator || | ![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg?label=%20) |
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