Proteus
DALI
Proteus | DALI | |
---|---|---|
2 | 5 | |
140 | 4,917 | |
- | 1.1% | |
1.1 | 9.6 | |
10 months ago | 7 days ago | |
C++ | C++ | |
GNU General Public License v3.0 only | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Proteus
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Trying to get a lv2 plugin work on Linux
NAM vst works with Yabridge. You will get native GUI that way. Protesus is a good alternative with native Linux version and it is integrated into BYOD through GuitarML processor. BYOD is the best sounding guitar software (IMHO), Linux or not.
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NAM: The First Free, Open Source Amp Modeling Software
I think Proteus was first and it has some advantages over NAM (capturing the whole range of gain knob, integration with BYOD, different training modes, Linux version). Good choice of captures available too.
DALI
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[D] Will data augmentations work faster on TPUs?
Another option is DALI https://github.com/NVIDIA/DALI For my project while training EfficientNet2, it was a game changer. But it a way harder to implement in code than TorchVision or Kornia.
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DirectStorage - Loading data to GPU *directly* from the SSD drive, almost without using CPU
Check out https://github.com/nvidia/DALI
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mmap_ninja: Speedup your training dramatically by using memory-mapped files for your dataset
Small question if you are using GPU: How to this compare to GPUDirect Storage from Nvidia? can you have even more speedup by using both? I never toy with it, but the DALI project from Nvidia seem to tackle the same data loading problem.
- [D] Efficiently loading videos in PyTorch without extracting frames
What are some alternatives?
PrincePedal - Prince of Tone style guitar plugin made with neural networks
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
amp-rack - Amp Rack is a Guitar / Voice Audio Effects Processor for Android. Amp Rack is an Open Source LADSPA Plugins Host for Android. More than 150 high quality audio plugins are available which can be added in any order to the audio effect chain to create distinct high quality tones for your guitar!
Blurry - Blurry is an easy blur library for Android
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
vision - Datasets, Transforms and Models specific to Computer Vision
SmartGuitarAmp - Guitar plugin made with JUCE that uses neural networks to emulate a tube amplifier.
executorch - On-device AI across mobile, embedded and edge for PyTorch
NeuralAmpModelerPlugin - Plugin for Neural Amp Modeler
DREAMPlace - Deep learning toolkit-enabled VLSI placement
BYOD - Build-your-own guitar distortion!
MegEngine - MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架