onnxruntime-ruby
ONNX-YOLOv7-Object-Detection
onnxruntime-ruby | ONNX-YOLOv7-Object-Detection | |
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2 | 2 | |
94 | 182 | |
- | - | |
6.8 | 0.0 | |
2 months ago | about 1 year ago | |
Ruby | Python | |
MIT License | MIT License |
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onnxruntime-ruby
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Text generation with GPT-2 in Ruby
The onnxruntime gem already contains binary files for each platform, so you don't need to install the ONNX runtime yourself. Just install the gem and it should work.
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YOLOv7 object detection in Ruby in 10 minutes
View on GitHub
ONNX-YOLOv7-Object-Detection
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[D] Extracting the class labels and bounding boxes for objects, from a YOLO7 model after converting to an ONNX model
Finally, I tried to look if someone has done similar work for the ONNX model and I found this repo which links the same repo I am trying to use, and I believe this function is doing exactly what I want to do, but I could not understand what it is doing (I don't understand how it knows exactly where the number of detections is, and where the bounding boxes are and the class labels, etc.) furthermore, I am not sure if removing end2end and the changing the version from 12 to 9 has any effect on the output shape or it has to do with the internal layers.
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YOLOv7 object detection in Ruby in 10 minutes
git clone https://github.com/ibaiGorordo/ONNX-YOLOv7-Object-Detection.git cd ONNX-YOLOv7-Object-Detection pip install -r requirements.txt
What are some alternatives?
models - A collection of pre-trained, state-of-the-art models in the ONNX format
onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
netron - Visualizer for neural network, deep learning and machine learning models
numo-narray - Ruby/Numo::NArray - New NArray class library
LibUI - A portable GUI library for Ruby
AS-One - Easy & Modular Computer Vision Detectors and Trackers - Run YOLO-NAS,v8,v7,v6,v5,R,X in under 20 lines of code.
RMagick - Ruby bindings for ImageMagick
blink-morse - Computer vision application to type based on detection of eyes blinking morse code.
blingfire-ruby - High speed text tokenization for Ruby
play-game-with-computer-vision - A simple python bot (powered by computer vision) used to play a game (City Island 5). The bot is able to play the game and collect points without any human intervention.