Deep-Learning-In-Production
strv-ml-mask2face
Deep-Learning-In-Production | strv-ml-mask2face | |
---|---|---|
2 | 1 | |
1,073 | 52 | |
0.8% | - | |
0.0 | 0.0 | |
about 1 year ago | almost 3 years 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
strv-ml-mask2face
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[P] Mask2Face: How We Built AI That Shows the Face Beneath the Mask
And here is the link to the project on GitHub: https://github.com/strvcom/strv-ml-mask2face
What are some alternatives?
ArtLine - A Deep Learning based project for creating line art portraits.
lama - 🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
PConv-Keras - Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
Face-Mask-Detection - Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
practical-mlops-book - [Book-2021] Practical MLOps O'Reilly Book
TensorFlow2.0_Notebooks - Implementation of a series of Neural Network architectures in TensorFow 2.0
Human-Segmentation-PyTorch - Human segmentation models, training/inference code, and trained weights, implemented in PyTorch
pix2seq - Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)
TensorFlow-Tutorials - TensorFlow Tutorials with YouTube Videos
Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning - My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.
TrainInvaders - 👾 Jupyter Notebook + Space Invaders!?
diffae - Official implementation of Diffusion Autoencoders