Speech Recognition — Deep Speech, CTC, Listen, Attend, and Spell

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https://medium.com/@jonathan_hui/speech-recognition-deep-speech-ctc-listen-attend-and-spell-d05e940e9ed1

Face and hand tracking in the browser with MediaPipe and TensorFlow.js

Posted by Ann Yuan and Andrey Vakunov, Software Engineers at Google

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2. https://blog.tensorflow.org/2020/03/face-and-hand-tracking-in-browser-with-mediapipe-and-tensorflowjs.html?linkId=83996111&m=1

Top 100 in Neuroscience

This collection highlights our most downloaded* neuroscience papers published in 2019. Featuring authors from around the world, these papers feature valuable research from an international community.

*Data obtained from SN Insights which is based on Digital Science’s Dimensions.

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2. https://www.nature.com/collections/cgaefaegbi?utm_source=facebook&utm_medium=social&utm_content=ads&utm_campaign=JRPC_4_SC01_OT_Scirep_Top100neuro_fb&fbclid=IwAR18LhWeQJV2I9GbnP_79fChaGfAqIQ94ZJG7C75-Vqp-LKJ71fDXyP65uM

Detecting COVID-19 in X-ray images with Keras, TensorFlow, and Deep Learning
by Adrian Rosebrock on March 16, 2020

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2. https://www.pyimagesearch.com/2020/03/16/detecting-covid-19-in-x-ray-images-with-keras-tensorflow-and-deep-learning/?fbclid=IwAR1dRprtpFZ4GSbNlSPcwSCe7jHcFVZ4dA9UBUjaaKUxr5ViAGsnaWNgjGs

Cambridge University Press is making higher education textbooks in HTML format free to access online during the coronavirus outbreak.
Over 700 textbooks, published and currently available, on Cambridge Core are available regardless of whether textbooks were previously purchased.

Free access is available until the end of May 2020.

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2.https://www.cambridge.org/core/what-we-publish/textbooks

Hands-On Speech Recognition Engine with Keras and Python (with source code)

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2. https://medium.com/@fortes.arthur/hands-on-speech-recognition-engine-with-keras-and-python-c60488ac53cd

An awesome face technology repository.

*[Papers]
*[Source codes]
*[MXNet]
*[PyTorch]

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2. https://github.com/becauseofAI/HelloFace

Detect AI-generated Images & Deepfakes (Part 1)

Who wants to be a millionaire? 2,913 competitors say so for the total one million prize money in the Deepfake Detection Challenge (DFDC). The goal of the March 2020 challenge is to create technologies that detect Deepfakes and manipulated media.


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2. https://medium.com/@jonathan_hui/detect-ai-generated-images-deepfakes-part-1-b518ed5075f4

Anomaly detection with Keras, TensorFlow, and Deep Learning (👉with source code)

In this tutorial, you will learn how to perform anomaly and outlier detection using autoencoders, Keras, and TensorFlow.

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2. Join:https://www.facebook.com/groups/MachineLearningSource/

3.https://www.pyimagesearch.com/2020/03/02/anomaly-detection-with-keras-tensorflow-and-deep-learning/

Here are 450 Ivy League courses you can take online right now for free.

The eight Ivy League schools are among the most prestigious colleges in the world. They include Brown, Harvard, Cornell, Princeton, Dartmouth, Yale, and Columbia Universities, and the University of Pennsylvania.

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https://www.freecodecamp.org/news/here-are-380-ivy-league-courses-you-can-take-online-right-now-for-free-9b3ffcbd7b8c/

OpenCV Text Detection (EAST text detector)

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https://www.pyimagesearch.com/2018/08/20/opencv-text-detection-east-text-detector/?utm_source=facebook&utm_medium=ad-16-03-2020&utm_campaign=%7B%7Bcampaign.name%7D%7D&utm_content=%7B%7Bad.name%7D%7D&fbid_campaign=%7B%7Bcampaign.id%7D%7D&fbid_adset=%7B%7Badset.id%7D%7D&utm_adset=%7B%7Badset.name%7D%7D&fbid_ad=%7B%7Bad.id%7D%7D&fbclid=IwAR2gszIRlwWDQ6eQSU5IFjKF8FUbfGKNnXOP6gNlC5xZASL_r6ee83jR3tk

Detect AI-generated Images & Deepfakes (Part 2)

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* Part 1:👇👇
https://medium.com/@jonathan_hui/detect-ai-generated-images-deepfakes-part-1-b518ed5075f4

* Part 2: 👇👇👇
https://medium.com/@jonathan_hui/detect-ai-generated-images-deepfakes-part-2-436c57eeb878

Top 21 Machine Learning Project Ideas for 2020 [Source Code Included]

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https://data-flair.training/blogs/machine-learning-project-ideas/

How to detect defects on images

Building a visual quality control system to check your products on a few clicks with Convolutional Neural Networks and Ximilar platform.


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https://medium.com/swlh/how-to-detect-defects-on-images-16d6cf3ddc1a

Data Augmentation for Object detection: Rethinking image transforms for bounding boxes

1. Part 1: Basic Design and Horizontal Flipping
2. Part 2: Scaling and Translation
3. Part 3: Rotation and Shearing
4. Part 4: Baking augmentation into input pipelines

GitHub Repo
Everything from this article and the entire augmentation library can be found in the following GitHub Repo.

https://github.com/Paperspace/DataAugmentationForObjectDetection

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https://medium.com/paperspace/data-augmentation-for-object-detection-rethinking-image-transforms-for-bounding-boxes-fe229905a1c3

Machine Learning and Data Science free online courses to do in quarantine

A. Beginner courses
1. Machine Learning
2. Machine Learning with Python

B. Intermediate courses
3. Neural Networks and Deep Learning
4. Convolutional Neural Networks

C. Advanced course
5. Advanced Machine Learning Specialization

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https://towardsdatascience.com/machine-learning-free-online-courses-from-beginner-to-advanced-f50982dce950

Awesome-Face_Recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

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https://github.com/ChanChiChoi/awesome-Face_Recognition#face-detection--face-segmentation

Pytorch: Step by Step implementation 3D Convolution Neural Network

Leran on how to code a PyTorch implementation of 3d CNN

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https://towardsdatascience.com/pytorch-step-by-step-implementation-3d-convolution-neural-network-8bf38c70e8b3