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Top 13 Rust Computer Vision Projects
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rerun
Visualize streams of multimodal data. Fast, easy to use, and simple to integrate. Built in Rust using egui.
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lance
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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cv
Rust CV mono-repo. Contains pure-Rust dependencies which attempt to encapsulate the capability of OpenCV, OpenMVG, and vSLAM frameworks in a cohesive set of APIs.
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squad-mortar-helper
💣 SMH – a computer vision project for automatic, precision mortar strike calculations in Squad
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photodedupe
A utility for locating near duplicate photos irrespective of image resolution, compression settings or file format.
Project mention: Rapier is a set of 2D and 3D physics engines written in Rust | news.ycombinator.com | 2024-02-26Maybe the folks at Rerun [1] know something about it? I imagine at least some of their customers are Rust robotics shops.
[1] https://github.com/rerun-io/rerun
you should look at lance(https://lancedb.github.io/lance/)
Project mention: Ocrs: Rust library and CLI tool for extracting text from images | news.ycombinator.com | 2024-03-31
pipeless init my-project --template empty # Using the empty template we avoid the interactive shell cd my-project wget -O - https://github.com/pipeless-ai/pipeless/archive/main.tar.gz | tar -xz --strip=2 "pipeless-main/examples/yolo"
Project mention: ByteDetective (first rust project | feedback appreciated) - MacOS Tauri app that let you search for images on your computer by describing them | /r/rust | 2023-07-14
That focuses on exact duplicates through hashing. I found https://github.com/InexplicableMagic/photodedupe to be helpful for finding near duplicates in images through LSH.
I did a simple vision project using the Google Coral accelerator and tflite: https://github.com/azw413/security_camera
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Rust Computer Vision related posts
- Ocrs: Rust library and CLI tool for extracting text from images
- Transitioning From PyTorch to Burn
- Computer vision at the edge with Nvidia Jetson in 2 commands
- Rerun v0.12
- Creating a computer vision app in minutes with just two Python functions
- Simplifying Computer Vision: A Journey with Pipeless
- Playing a piano with your eyes - Gaze estimation
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A note from our sponsor - InfluxDB
www.influxdata.com | 23 Apr 2024
Index
What are some of the best open-source Computer Vision projects in Rust? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | rerun | 5,103 |
| 2 | lance | 3,232 |
| 3 | ocrs | 856 |
| 4 | cv | 751 |
| 5 | pipeless | 644 |
| 6 | scanner | 105 |
| 7 | ofps | 70 |
| 8 | squad-mortar-helper | 28 |
| 9 | ByteDetective | 25 |
| 10 | vviz | 23 |
| 11 | rustmas | 19 |
| 12 | photodedupe | 15 |
| 13 | security_camera | 4 |
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