DashcamCleaner
StyleFlow
| DashcamCleaner | StyleFlow | |
|---|---|---|
| 2 | 6 | |
| 122 | 2,389 | |
| - | - | |
| 4.5 | 0.0 | |
| 25 days ago | about 1 year ago | |
| Python | Python | |
| GNU Affero General Public License v3.0 | - |
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DashcamCleaner
StyleFlow
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StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows
Github: https://github.com/RameenAbdal/StyleFlow
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Laptop Nvidia GPU suddenly started overheating, but only in some applications. Possible causes?
I also recently installed NVIDIA's CUDA toolkit and cuDNN as I tried to get a tool from a scientific paper on neural networks to work (StyleFlow (GitHub)). That succeeded and after launching the tool for the first time and using it for ~30s, my laptop suddenly turned itself off. I didn't think much of it at the time since the code was tested on desktop PCs running Linux with more potent GPUs, not my Windows 10 mobile-GPU laptop. Around this point, I also upgraded my NVIDIA driver to 496.13 (I can't remember if that was before or after using StyleFlow).
- [P] Suggest a Conditional GAN for a project?
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What the heck do I do if I took some really great photos, but their face just.. does not work at all.
Learn to use some magic? https://rameenabdal.github.io/StyleFlow/
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The exponential improvement of "StyleFlow" over "StyleGAN2". Aging and other modifications off the chart. This new computing derived AI is proprietary and was released exclusively to "Two Minute Papers"
This isn't proprietary anymore. It was opensourced like a month ago.
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Super new addition to GANs
Their repository includes a readme with instructions to clone and deploy the Docker image which contains the application.
What are some alternatives?
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
stylegan2-ada-pytorch - StyleGAN2-ADA - Official PyTorch implementation
Street-View-House-Numbers-Detection - This project uses yolov5 pre-trained model to solve Street View House Numbers images object detection task.
SAM - Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754
yolov5-opencv-cpp-python - Example of using ultralytics YOLO V5 with OpenCV 4.5.4, C++ and Python
ALAE - [CVPR2020] Adversarial Latent Autoencoders
sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling
StyleGAN_PyTorch - The implementation of StyleGAN on PyTorch 1.0.1
restyle-encoder - Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699