DALI
Blurry
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DALI | Blurry | |
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5 | 2 | |
4,914 | 5,546 | |
2.1% | - | |
9.6 | 0.0 | |
3 days ago | almost 1 year ago | |
C++ | Java | |
Apache License 2.0 | 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.
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
Blurry
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Ideas on how to implement this view? (XML)
For blurs, I’ve had some limited success with https://github.com/wasabeef/Blurry in the past.
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how to implement this design in android?
Use this for blur https://github.com/wasabeef/Blurry Rest is pretty simple, use a card view with border radius inside a recycler view
What are some alternatives?
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
blessed-android - BLESSED, a Bluetooth Low Energy (BLE) library for Android
vision - Datasets, Transforms and Models specific to Computer Vision
LottieDialog - Android Library to create Lottie animation view dialog easily with a lot of customization
executorch - On-device AI across mobile, embedded and edge for PyTorch
android-developer-roadmap - Android Developer Roadmap 2020
DREAMPlace - Deep learning toolkit-enabled VLSI placement
DrawingBotV3 - DrawingBotV3 is a software for converting images into vector art
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
SeriesGuide - Track your favorite TV shows and movies on Android devices.
ocaml-torch - OCaml bindings for PyTorch
worksheet - Android Excel Sheet Write dependency library for creating Simple Excel Sheets. Depends on Apache poi and Java