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Artificial Intelligence && Deep Learning

@deeplearning_ai

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* Artificial Intelligence
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* Deep Learning
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* Image Processing
* Research Papers

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Post #878 29.2K
Deepfakes Series

Part1=>Part2=>Part3=>Part4

Finally, our last part of the series looks at detecting Deepfakes videos with machine learning (ML) and/or deep learning (DL).

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https://medium.com/@jonathan_hui/deepfakes-series-7138afb825cc
Medium Deepfakes Series Deepfakes Series 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 …
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Post #875 25.8K
YOLOv4: Optimal Speed and Accuracy of Object Detection

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1. Paper Yolo v4: https://arxiv.org/abs/2004.10934

2. source code: https://github.com/AlexeyAB/darknet
GitHub GitHub - AlexeyAB/darknet: YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet… YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) - AlexeyAB/darknet
Post #873 23.9K
Artificial Intelligence && Deep Learning Pytorch: Step by Step implementation 3D Convolution Neural Network Leran on how to code a PyTorch implementation of 3d CNN 1.Join 👉@DeepLearning_ai 2.Join 👉@ComputerScience_MachineLearning https://towardsdatascience.com/pytorch-step-by-step-implementation…
Guide how to learn and master computer vision in 2020

This post will focus on resources, which I believe will boost your knowledge in computer vision the most and mainly based on my own experience.

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https://towardsdatascience.com/guide-to-learn-computer-vision-in-2020-36f19d92c934
Medium Guide how to learn and master computer vision This post will focus on resources, which will boost your knowledge the most in the computer vision.
Post #872 22.2K
Measuring distance between objects in an image with OpenCV

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https://www.pyimagesearch.com/2016/04/04/measuring-distance-between-objects-in-an-image-with-opencv/?fbclid=IwAR3DVXClBY0N8Hdv17JdIfCCyo2tdxJp8dRistQdcV7-k_99qzR7IF0AQZE
PyImageSearch Measuring distance between objects in an image with OpenCV - PyImageSearch Discover how to measure the distance *between objects* (in inches, meters, etc.) in an image using OpenCV, Python, and computer vision + image processing.
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Post #871 24.4K
The TensorFlow tutorials are written as Jupyter notebooks and run directly in Google Colab—a hosted notebook environment that requires no setup.

FROM BEGINNERS TO EXPERTS
* Source Codes
* Videos
* Libraries and extensions

https://www.tensorflow.org/tutorials
Post #868 22.2K
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
GitHub GitHub - ChanChiChoi/awesome-Face_Recognition: papers about Face Detection; Face Alignment; Face Recognition && Face Identification… papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction...
Post #867 23.5K
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
Coursera Supervised Machine Learning: Regression and Classification In the first course of the Machine Learning ... Enroll for free.
Post #866 19.6K
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
GitHub GitHub - Paperspace/DataAugmentationForObjectDetection: Data Augmentation For Object Detection Data Augmentation For Object Detection. Contribute to Paperspace/DataAugmentationForObjectDetection development by creating an account on GitHub.
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Post #864 19.3K
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
Medium How to detect defects on images Building visual quality control system to check your products on a few clicks with Convolutional Neural Networks and Ximilar platform.
Post #861 21.2K
Detect AI-generated Images & Deepfakes (Part 2)

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

3.Join 👉@ComputerScience_MachineLearning



* 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
Medium 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)…
Post #859 18.9K
OpenCV Text Detection (EAST text detector)

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3.@ComputerScience_MachineLearning

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
PyImageSearch OpenCV Text Detection (EAST text detector) - PyImageSearch In this tutorial you will learn how to use OpenCV to detect text in images and video, including using OpenCV's EAST text detector for natural scene text detection.
Post #857 17.8K
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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3.@ComputerScience_MachineLearning

https://www.freecodecamp.org/news/here-are-380-ivy-league-courses-you-can-take-online-right-now-for-free-9b3ffcbd7b8c/
freeCodeCamp.org Here are 450 Ivy League courses you can take online right now for free By Dhawal Shah 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. All eight schools place...
Post #856 17.9K
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/
PyImageSearch Anomaly detection with Keras, TensorFlow, and Deep Learning - PyImageSearch In this tutorial, you will learn how to perform anomaly and outlier detection using autoencoders, Keras, and TensorFlow.
Post #855 19.2K
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.


Join us 👉@DeepLearning_AI

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