Artificial Intelligence && Deep Learning
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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
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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
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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
The TensorFlow tutorials are written as Jupyter notebooks and run directly in Google Colabβ€”a hosted notebook environment that requires no setup.

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

https://www.tensorflow.org/tutorials

400+ textbooks free to download

CS books on Python, deep learning, data science & AI.

You are now only searching within the Free Textbooks and Library Link special issue during Covid 19 package

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3. http://bit.ly/SpringerCS