DALI
Image Steganography
DALI | Image Steganography | |
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5 | - | |
4,917 | 147 | |
1.1% | - | |
9.6 | 0.0 | |
3 days ago | almost 2 years ago | |
C++ | Java | |
Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
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
Image Steganography
We haven't tracked posts mentioning Image Steganography yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
Awesome Image Picker - Awesome Image Picker library will pick images/gifs with beautiful interface. Supports image or gif, Single and Multiple Image selection.
Blurry - Blurry is an easy blur library for Android
FrescoImageViewer - Customizable Android full screen image viewer for Fresco library supporting "pinch to zoom" and "swipe to dismiss" gestures. Made by Stfalcon
vision - Datasets, Transforms and Models specific to Computer Vision
Louvre - A small customizable library useful to handle an gallery image pick action built-in your app. :sunrise_over_mountains::stars:
executorch - On-device AI across mobile, embedded and edge for PyTorch
Android Image Popup - Simple android image popup Library
DREAMPlace - Deep learning toolkit-enabled VLSI placement
Image Loader - Image loading library for Android
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
Dali - Dali is an image blur library for Android. It contains several modules for static blurring, live blurring and animations.