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add kornia nodes and example

tags/v0.3.12-fix
Edgar Riba GitHub 6 months ago
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<details open>
<summary><b>2025</b></summary>

- \[07/25\] Added Kornia rust nodes in the hub for V4L / Gstreamer cameras and Sobel image processing.
- \[06/25\] Add support for git based node, dora-vggt for multi-camera depth estimation, and adding robot_descriptions_py as a default way to get urdfs within dora.
- \[05/25\] Add support for dora-pytorch-kinematics for fk and ik, dora-mediapipe for pose estimation, dora-rustypot for rust serialport read/write, points2d and points3d visualization in rerun.
- \[04/25\] Add support for dora-cotracker to track any point on a frame, dora-rav1e AV1 encoding up to 12bit and dora-dav1d AV1 decoding,
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| Camera | [PyOrbbeckSDK](https://github.com/dora-rs/dora/blob/main/node-hub/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) |
| Camera | [PyRealsense](https://github.com/dora-rs/dora/blob/main/node-hub/dora-pyrealsense) | Linux🆗 <br> Mac🛠️ | Image and depth from Realsense | ![Downloads](https://img.shields.io/pypi/dm/dora-pyrealsense?label=%20) | ![License](https://img.shields.io/pypi/l/dora-pyrealsense?label=%20) |
| Camera | [OpenCV Video Capture](https://github.com/dora-rs/dora/blob/main/node-hub/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) |
| Camera | [Kornia V4L Capture](https://github.com/kornia/dora-nodes-hub/tree/main/kornia-v4l-capture) | ✅ | Video stream for Linux Camera (rust) | | ![License](https://img.shields.io/badge/license-Apache%202-blue) |
| Camera | [Kornia GST Capture](https://github.com/kornia/dora-nodes-hub/tree/main/kornia-gst-capture) | ✅ | Video Capture using Gstreamer (rust) | | ![License](https://img.shields.io/badge/license-Apache%202-blue) |
| Peripheral | [Keyboard](https://github.com/dora-rs/dora/blob/main/node-hub/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) |
| Peripheral | [Microphone](https://github.com/dora-rs/dora/blob/main/node-hub/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) |
| Peripheral | [PyAudio(Speaker)](https://github.com/dora-rs/dora/blob/main/node-hub/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) |
@@ -135,6 +138,7 @@
| Simulator | [Mujoco](https://github.com/dora-rs/dora-lerobot/blob/main/node-hub/mujoco-client) | 📐 | Mujoco Simulator | | |
| Simulator | [Carla](https://github.com/dora-rs/dora-drives) | 📐 | Carla Simulator | | |
| Simulator | [Gymnasium](https://github.com/dora-rs/dora-lerobot/blob/main/gym_dora) | 📐 | Experimental OpenAI Gymnasium bridge | | |
| Image Processing | [Kornia Sobel Operator](https://github.com/kornia/dora-nodes-hub/tree/main/kornia-imgproc-sobel) | ✅ | Kornia image processing Sobel operator (rust) | | ![License](https://img.shields.io/badge/license-Apache%202-blue) |

## Examples

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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) |
| 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) |
| 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) |
| Vision | [Image Processing](https://github.com/kornia/kornia-rs/tree/main/examples/dora) | Multi camera image processing | |
| Model 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) |
| Model Training | [LeRobot - Alexander Koch](https://raw.githubusercontent.com/dora-rs/dora-lerobot/refs/heads/main/README.md) | Training Alexander Koch Low Cost Robot with LeRobot | ![License](https://img.shields.io/github/last-commit/dora-rs/dora-lerobot?path=robots&label=%20) |
| ROS2 | [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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