pytorch-image-models
brave-browser
pytorch-image-models | brave-browser | |
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35 | 1,367 | |
29,828 | 16,672 | |
1.5% | 1.1% | |
9.4 | 9.9 | |
5 days ago | 4 days ago | |
Python | JavaScript | |
Apache License 2.0 | Mozilla Public 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.
pytorch-image-models
- FLaNK AI Weekly 18 March 2024
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[D] Hugging face and Timm
I am a PyTorch user I work in CV, I usually use the PyTorch models. However, I see people use timm in research papers to train their models I don't understand what it is timm is it a new framework like PyTorch? Further, when I click https://pypi.org/project/timm/ homepage it takes me to hugging face GitHub https://github.com/huggingface/pytorch-image-models is there any connection between timm and hugging face many of my friends use hugging face but I also don't know about hugging face I use simple PyTorch and torchvision.models.
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FLaNK Stack Weekly for 07August2023
https://github.com/huggingface/pytorch-image-models https://huggingface.co/docs/timm/index
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[R] Nvidia RTX 4090 ML benchmarks. Under QEMU/KVM. Image + Transformers. FP16/FP32.
pytorch-image-models
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Inference on resent, cant work out the problem?
additionally, you might find the timm library handy for this sort of work.
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Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows
This is still being pursued. Ross Wightmann's timm[0,1] package (now on Hugging Face) has done a lot of this. There's also a V2 of ConvNext[2]. Ross does write about this a lot on Twitter fwiw. I should also mention that there are still many transformer based networks that still beat convs. So there probably won't be a resurgence in convs until someone can show that there's a really strong reason for them. They have some advantages but they also might not be flexible enough for the long range tasks in segmentation and detection. But maybe they are.
FAIR definitely did great work with ConvNext, and I do hope to see more. There always needs to be people pushing unpopular paradigms.
[0] https://github.com/huggingface/pytorch-image-models
[1] https://arxiv.org/abs/2110.00476
[2] https://arxiv.org/abs/2301.00808
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Problems with Learning Rate Finder in Pytorch Lightning
I am doing Binary classification with a pre-trained EfficientNet tf_efficientnet_l2. I froze all weights during training and replaced the classifier with a custom trainable one that looks like:
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PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter
In this post, Iām going to show you how you can pick from over 900+ SOTA models on TIMM, train them using best practices with Fastai, and deploy them on Android using Flutter.
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ImageNet Advise
The other thing is, try to find tricks to speed up your experiments (if not having done so already). The most obvious are mixed precision training, have your model train on a lower resolution input first and then increase the resolution later in the training, stochastic depth, and a bunch more stuffs. Look for implementations in https://github.com/rwightman/pytorch-image-models .
- Doubt about transformers
brave-browser
- FLaNK AI Weekly 18 March 2024
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Brave's AI assistant now integrates with PDFs and Google Drive
https://github.com/brave/brave-browser/wiki/Patching-Chromiu...
You'll notice the actual patching itself is introduced with the caveat:
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How Web3 Decentralization Can Dismantle Big Tech Monopolies in 2024
Brave browser, which blocks ads and trackers, grew to over 50 million monthly active users in 2023 while enabling privacy-first models to counter Google's search and Chrome browser ecosystem.
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Google fixes 8th Chrome zero-day exploited in attacks this year
Still waiting on the Brave stable release with the patched version of chromium https://github.com/brave/brave-browser/issues/35013
- BRAVE browser and Marvel Insider don't play nice ??
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Brave not opening links in apps / Windows 11
Manually download the standalone version from: https://github.com/brave/brave-browser/releases/tag/v1.61.101 and update it that way.
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Release Channel 1.61.101
Upgraded Chromium to 120.0.6099.71. (#34740) (Changelog for 120.0.6099.71)
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Release Channel 1.61.100
Brave Github repository
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Youtube not working anymore
For those looking for a fix: Use the latest Nightly Build for Brave.
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Can anyone verify this information about privacy?
~Using privacy plug-ins or browsers. You can block our site from setting cookies used for interest-based ads by using a browser with privacy features, like Brave, or installing browser plugins, like Privacy Badger, Ghostery or uBlock Origin, and configuring them to block third party cookies/trackers.
What are some alternatives?
yolov5 - YOLOv5 š in PyTorch > ONNX > CoreML > TFLite
Vanadium - Privacy and security enhanced releases of Chromium for GrapheneOS. Vanadium provides the WebView and standard user-facing browser on GrapheneOS. It depends on hardening in other GrapheneOS repositories and doesn't include patches not relevant to the build targets used on GrapheneOS.
mmdetection - OpenMMLab Detection Toolbox and Benchmark
bromite - Bromite is a Chromium fork with ad blocking and privacy enhancements; take back your browser!
detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
thorium - Chromium fork named after radioactive element No. 90. Windows and MacOS/Raspi/Android/Special builds are in different repositories, links are towards the top of the README.md.
mmcv - OpenMMLab Computer Vision Foundation
Brave-AppImage
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
iridium-browser - Iridium Browser source code
yolact - A simple, fully convolutional model for real-time instance segmentation.
bypass-paywalls-chrome - Bypass Paywalls web browser extension for Chrome and Firefox.