Deep learning
Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.
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Model description
I would like to add a new model:
Proposed in the paper: UNETR: Transformers for 3D Medical Image Segmentation
UNEt TRansformers (UNETR) utilize a transformer as the encoder to learn sequence representations of the input volume and effectively capture the global multi-scale information, while also following the successful "U-shaped"
Followup to pytorch/pytorch#74955 (comment).
It turns out that that cmake version was just bad and we can now unpin cmake once again.
cc @seemethere @malfet @pytorch/pytorch-dev-infra
Deep Learning for humans
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TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
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Deepfakes Software For All
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100 Days of ML Coding
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Clone a voice in 5 seconds to generate arbitrary speech in real-time
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《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
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DeepFaceLab is the leading software for creating deepfakes.
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Caffe: a fast open framework for deep learning.
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Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
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Learn how to responsibly deliver value with ML.
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May 13, 2022 - Jupyter Notebook
Pure Javascript OCR for more than 100 Languages
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YOLOv5
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A complete daily plan for studying to become a machine learning engineer.
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A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
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May 4, 2022 - Jupyter Notebook
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
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The most cited deep learning papers
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Aug 27, 2020 - TeX
PyTorch Tutorial for Deep Learning Researchers
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Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
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The fastai deep learning library
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May 30, 2022 - Jupyter Notebook
文本中如果有数字读不出来
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
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Description
In many other great docs sites, like https://www.tensorflow.org/api_docs, there's a button at the end of the page to collect simple feedback.
This will help us more accurately improve our docs

Use cas
Roadmap to becoming an Artificial Intelligence Expert in 2022
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DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
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Current implementation of Go binding can not specify options.
GPUOptions struct is in internal package. And
go generatedoesn't work for protobuf directory. So we can't specify GPUOptions forNewSession.