Top 23 Nvidium Open-Source Projects
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jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
Project mention: Jetson Nano 2GB Issues During Training (Out Of Memory / Process Killed) & Other Questions! | reddit.com/r/JetsonNano | 2021-11-05I’m trying to do the tutorial, where they retrain the neural network to detect fruits (jetson-inference/pytorch-ssd.md at master · dusty-nv/jetson-inference · GitHub 1)
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TensorRT
TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.
Project mention: I made TensorRT example. I hope this will help beginners. And I also have a question about TensorRT best practice. | reddit.com/r/learnmachinelearning | 2022-05-01 -
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: NVIDIA high idle GPU utilization in X but not Wayland | reddit.com/r/openSUSE | 2022-05-18
30% of the processing power of a 1660 sounds like a little bit too much just for just composition. You can use a tool like this one https://github.com/Syllo/nvtop to see what processes are consuming your GPU. While other people may report something different; I have a very bad history with NVIDIA Proprietary drivers + Tumbleweed (Leap tends to be much better with NVIDIA hardware).
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Try checking this thread: https://github.com/moonlight-stream/moonlight-qt/issues/557
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Project mention: [D] What's your favorite unpopular/forgotten Machine Learning method? | reddit.com/r/MachineLearning | 2022-03-02
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Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
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Project mention: Can someone recommend me any good Vulkan resources | reddit.com/r/vulkan | 2021-08-30
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obs-StreamFX
StreamFX is a plugin for OBS® Studio which adds many new effects, filters, sources, transitions and encoders - all for free! Be it 3D Transform, Blur, complex Masking, or even custom shaders, you'll find it all here.
Project mention: I'm using the best settings I can find or at least I think so and my video quality is still bad on youtube, how do I fix this.(Really pixelated videos) | reddit.com/r/obs | 2022-05-04 -
waifu2x-ncnn-vulkan
waifu2x converter ncnn version, runs fast on intel / amd / nvidia / apple-silicon GPU with vulkan
Maybe try using waifu2x or something similar, then remove the background? Afaik their game assets are encrypted in video format for some reason.
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If you are thinking of using new features through https://github.com/NVIDIA/libcudacxx , you'll have to learn c++
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Project mention: [P] [D]How to get TensorFlow model to run on Jetson Nano? | reddit.com/r/MachineLearning | 2021-06-02
Conversion was done from Keras Tensorflow using to ONNX https://github.com/onnx/keras-onnx followed by ONNX to TensorRT using https://github.com/onnx/onnx-tensorrt The Python code used for inference using TensorRT can be found at https://github.com/jonnor/modeld/blob/tensorrt/tensorrtutils.py
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Project mention: Questions from a long-time PC gamer, Steam Link user and current Stadia user considering switching over to Shield TV Pro + GeForce Now | reddit.com/r/ShieldAndroidTV | 2021-11-20
If you add MSTC to Geforce now you can stream your desktop.
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jetson_stats
📊 Simple package for monitoring and control your NVIDIA Jetson [Xavier NX, Nano, AGX Xavier, TX1, TX2]
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Project mention: I made TensorRT example. I hope this will help beginners. And I also have a question about TensorRT best practice. | reddit.com/r/learnmachinelearning | 2022-05-01
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Project mention: Do you transfer back to CPU for intermediate sequential calculations? | reddit.com/r/gpgpu | 2022-01-06
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Project mention: WSL2 CUDA/CUDF issue : Unable to establish a shared memory space between system and Vram | reddit.com/r/bashonubuntuonwindows | 2021-07-09
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I thought the project could be dead, but then I looked into the latest commits to the repository, and it is certainly not dead as a project.
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PConv-Keras
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
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Project mention: Prédiction de séries chronologiques avec une carte GPU dans Paperspace Gradient et le langage Julia… | dev.to | 2022-04-24
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Project mention: POV: You have never had an original thought. | reddit.com/r/pcmasterrace | 2022-04-29
If you use an Nvidia GPU I highly recommend TinyNvidiaUpdateChecker. It just gets the driver and ignores everything else.
Nvidia related posts
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- will using Linux make my computer run faster?
- How to change Gamma level for a specific game instead of the entire PC
- Excessive banding on AW3423DW when playing Destiny? I haven't really noticed it for other games, but when playing Destiny 2 (in both SDR and HDR) I have a whole gaggle of visual artifacts bogging down the experience. Has anybody else ran into this on other games? Is it the monitor?
- X11 and monitor refresh rates?
Index
What are some of the best open-source Nvidium projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | jetson-inference | 5,589 |
| 2 | TensorRT | 5,300 |
| 3 | nvtop | 3,930 |
| 4 | Thrust | 3,904 |
| 5 | moonlight-qt | 3,434 |
| 6 | NBMiner | 2,948 |
| 7 | cuml | 2,732 |
| 8 | awesome-vulkan | 2,460 |
| 9 | obs-StreamFX | 2,317 |
| 10 | waifu2x-ncnn-vulkan | 2,022 |
| 11 | libcudacxx | 1,971 |
| 12 | onnx-tensorrt | 1,956 |
| 13 | moonlight-android | 1,586 |
| 14 | jetson_stats | 1,389 |
| 15 | Torch-TensorRT | 1,385 |
| 16 | cub | 1,181 |
| 17 | inventory-hunter | 1,071 |
| 18 | cugraph | 1,006 |
| 19 | purge-wrangler | 993 |
| 20 | pyopencl | 886 |
| 21 | PConv-Keras | 859 |
| 22 | nvitop | 833 |
| 23 | TinyNvidiaUpdateChecker | 828 |
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