Скачать или смотреть Live 67 · Generative Image-to-Image Translation Networks

Machine Intelligence for Designers Live Stream. TODAY: A survey on a few generative adversarial networks (GAN) and how we may use them in future live streams for generative tasks.
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#IntelligenceAndSketching #MachineLearning #CreativeCoding

00:00 Start
02:02 Introduction
11:04 Live QA: Can ML convert sketches into single-line drawings?
15:20 Intelligence & Sketching - Intro
16:58 Intelligence & Sketching - Outro
17:26 Generative image-to-image translation networks
23:16 Generative adversarial network architecture
25:46 GANs over time
30:49 Pix2Pix - Image-to-image translation
34:30 CycleGAN - Cycle-consistent unpaired image-to-image translation
37:48 CUT - Contrastive unpaired image-to-image translation
42:33 DualGAN
43:50 CycleGAN
46:24 Multi-model unsupervised image-to-image translation
59:51 Informative Drawings - Learning to generate line drawings that convey geometry and semantics
01:02:40 NVIDIA's Imaginaire
01:04:22 CLIP and DALL-E - OpenAI
01:06:07 Microscope - OpenAI
01:09:01 Outro