Top 8 Jupyter Notebook Onnx Projects
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Here we use the GPT-2 model distributed by the ONNX official. Download GPT-2-LM-HEAD from the link.
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silero-models
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
Project mention: Ask HN: Open-source video transcribing software? | news.ycombinator.com | 2022-09-18Some months ago I tried the Silero Models: https://github.com/snakers4/silero-models
With the audio sources I had, in English, the transcription had many mistakes. The good side is that installing and running the software worked as described in their documentation, so maybe it’s worth giving it a try by yourself.
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SonarQube
Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.
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Project mention: Auto Annotation using ONNX and YOLOv7 model (Object Detection) | dev.to | 2022-09-25
pb to ONNX Follow tensorflow-onnx:- https://github.com/onnx/tensorflow-onnx
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x-stable-diffusion
Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention.
Project mention: [D] Is there an affordable way to host a diffusers Stable Diffusion model publicly on the Internet for "real-time"-inference? (CPU or Serverless GPU?) | reddit.com/r/MachineLearning | 2022-12-06Cheapest would be to deploy it on your own using: https://github.com/stochasticai/x-stable-diffusion. Let me if you need more help on real-time inference.
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Project mention: githubで公開されている音声自動生成AI、日本のアニメキャラ2890名分の音声を学習素材に超速度で進化中 | reddit.com/r/r_kenmou | 2022-11-02
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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infery-examples
A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).
Project mention: Inference, Benchmark & Profiling Examples: Bert, Jetson Orin/Xavier/Nano and more | reddit.com/r/deeplearning | 2022-06-30
Jupyter Notebook Onnx related posts
- Auto Annotation using ONNX and YOLOv7 model (Object Detection)
- [Tutorial] "Fine Tuning" Stable Diffusion using only 5 Images Using Textual Inversion.
- Can you inference a .tflite model file using Pytorch mobile?
- How to identify identical frames that are not technically duplicates? Ie if I am taking a video of a car, it stops for 1 minute (and within that minute nothing changes visually), and then drives away. How would I remove all but 1 of the frames when it is stopped?
Index
What are some of the best open-source Onnx projects in Jupyter Notebook? This list will help you:
Project | Stars | |
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1 | models | 5,451 |
2 | silero-models | 3,221 |
3 | tensorflow-onnx | 1,770 |
4 | x-stable-diffusion | 273 |
5 | browser-ml-inference | 247 |
6 | w2v2-how-to | 136 |
7 | redisai-examples | 49 |
8 | infery-examples | 28 |