Deep-Learning-In-Production
PConv-Keras
Deep-Learning-In-Production | PConv-Keras | |
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2 | 2 | |
1,073 | 893 | |
0.8% | - | |
0.0 | 0.0 | |
about 1 year ago | about 1 year ago | |
Jupyter Notebook | Jupyter Notebook | |
- | MIT License |
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.
Deep-Learning-In-Production
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[P] Deep Learning in Production Book
The book is based on an old articles series we wrote on our blog so a big portion of the content is already available for free. We just organized/restructured some of the articles and we added some new material. We use a variety of examples with libraries such as Tensorflow, Flask, uWSGI, Nginx, Docker, Kubernetes, Tensorflow Extended, Google Cloud, Vertex AI. The full code and the articles can be found on Github (https://github.com/The-AI-Summer/Deep-Learning-In-Production)
- [D] Deep learning in Production
PConv-Keras
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Image inpainting using Keras?
Recently I came across Partial Convolutions for Image Inpainting using Keras and spent a few days playing with the Jupyter notebooks included in the repo. I tried hard to reverse engineer everything in an effort to learn, but my limited experience with deep learning neural networks left me unable to accomplish anything.
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[D] Anyone deploy DL models with AWS Lambda? Trying to estimate costs
https://www.fixmyphoto.ai/ has been deployed "on a serverless React application with AWS lambda functions handling inference" according to the github page.
What are some alternatives?
strv-ml-mask2face - Virtually remove a face mask to see what a person looks like underneath
One-Piece-Image-Classifier - A quick image classifier trained with manually selected One Piece images.
ArtLine - A Deep Learning based project for creating line art portraits.
machine-learning-experiments - 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
practical-mlops-book - [Book-2021] Practical MLOps O'Reilly Book
Deep-Learning-With-TensorFlow - All the resources and hands-on exercises for you to get started with Deep Learning in TensorFlow
Human-Segmentation-PyTorch - Human segmentation models, training/inference code, and trained weights, implemented in PyTorch
osumapper - An automatic beatmap generator using Tensorflow / Deep Learning.
TensorFlow-Tutorials - TensorFlow Tutorials with YouTube Videos
WeatherInterpolation - Simulating Sensor Error & Interpolating Gaps with Deep Learning
TrainInvaders - 👾 Jupyter Notebook + Space Invaders!?
Deep-Learning-With-TensorFlow-Blog-series - All the resources and hands-on exercises for you to get started with Deep Learning in TensorFlow [Moved to: https://github.com/Rishit-dagli/Deep-Learning-With-TensorFlow]