Кейсы и ресурсы по ИИ
от экспертов АЛРИИ
Scetch-RNN

https://tproger.ru/news/sketch-rnn-draw-with-neural-network/

StyleGAN

https://medium.com/@jonathan_hui/gan-stylegan-stylegan2-479bdf256299

CycleGAN: превращение текстур Fortnite в PUBG:

https://neurohive.io/ru/vidy-nejrosetej/cyclegan/

BigGAN:

https://www.youtube.com/watch?v=QyCi6j9-TzU

Image-to-Image Demo:

https://affinelayer.com/pixsrv/

DeepFake:

https://www.youtube.com/watch?v=gLoI9hAX9dw

Wav2Lip:

https://www.youtube.com/watch?v=0fXaDCZNOJc&feature=youtu.be&t=194

Style-transfer:

https://reiinakano.com/fast-style-transfer-deeplearnjs/

LongHand:

http://www.cs.toronto.edu/~graves/handwriting.cgi?text=Hello&style=&bias=0.15&samples=3&scale=0.0015&linewidth=0.75

TensorFlow NN:

https://playground.tensorflow.org/#activation=tanh&batchSize=10&dataset=gauss®Dataset=reg-plane&learningRate=0.03®ularizationRate=0&noise=0&networkShape=2,1&seed=0.21742&showTestData=false&discretize=false&percTrainData=50&x=true&y=true&xTimesY=false&xSquared=false&ySquared=false&cosX=false&sinX=false&cosY=false&sinY=false&collectStats=false&problem=classification&initZero=false&hideText=false

https://lecture-demo.ira.uka.de/neural-network-demo/

Интересные демонстрации:

https://www.dlology.com/blog/top-10-deep-learning-experiences-run-on-your-browser/

Обучить свою сеть:

https://www.tensorflow.org/js/demos

https://teachablemachine.withgoogle.com

Cases GAN:

https://machinelearningmastery.com/impressive-applications-of-generative-adversarial-networks/

https://medium.com/@jonathan_hui/gan-some-cool-applications-of-gans-4c9ecca35900

https://machinelearningmastery.com/what-is-cyclegan/

Colorize video:

Super resolution:

https://www.youtube.com/watch?v=MwCgvYtOLS0&app=desktop

Object Removal:

https://news.developer.nvidia.com/automatic-object-removal-and-realistic-image-completion/

Denoising:

https://gizmodo.com/nvidia-taught-an-ai-to-flawlessly-erase-watermarks-from-1827474196

Mask R-CNN

https://www.youtube.com/watch?v=OOT3UIXZztE

https://www.youtube.com/watch?v=lO0NiBRpzYQ

YOLACT++

https://www.youtube.com/watch?v=bQgtmbzN7jg

ICNet:

https://www.youtube.com/watch?v=qWl9idsCuLQ

MRI segmentation:

https://www.youtube.com/watch?v=CVYCmB1e8J8

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