Generative AI Tools Landscape

Loading

Language Models
1. GPT (Generative Pre-trained Transformer)
2. XLNet
3. T5 (Text-to-Text Transfer Transformer)
4. CTRL (Conditional Transformer Language Model)
5. BERT (Bidirectional Encoder Representations from Transformers)
6. RoBERTa (Robustly Optimized BERT Pretraining Approach)
7. ALBERT (A Lite BERT)

Autoencoders
8. VAE (Variational Autoencoder)
9. DeepDream
10. DeepArt
11. U-Net

Generative Adversarial Networks (GANs)
12. StyleGAN
13. BigGAN
14. CycleGAN
15. Pix2Pix
16. StarGAN
17. Progressive GAN
18. Super Resolution GAN
19. DCGAN (Deep Convolutional GAN)
20. SNGAN (Spectral Normalization GAN)
21. WGAN (Wasserstein GAN)

Recurrent Neural Networks (RNNs)
22. LSTM (Long Short-Term Memory)
23. GRU (Gated Recurrent Unit)
24. Seq2Seq (Sequence-to-Sequence)
25. Attention Mechanism

Image Synthesis
26. Neural Style Transfer
27. DALL-E
28. DeepDream
29. DeepArt
30. Neural Photo Editor

Speech Synthesis
31. Tacotron
32. WaveNet
33. Deep Voice

Generative Music
34. MuseGAN
35. WaveNet
36. DeepBach
37. Amper Music

Video Synthesis
38. DeepFake
39. Vid2Vid (Video-to-Video Synthesis)
40. Recycle-GAN

Generative 3D
41. GANalyze
42. 3D-GAN

Interactive and Augmented Reality
43. Neural Style Transfer for AR
44. DeepAR
45. Augmented Creativity
46. GPT-3 in Interactive Fiction

Other Tools
47. Reinforcement Learning
48. Variational Inference
49. Deep Belief Networks
50. Image-to-Image Translation

Big Tech Revenue and Profit Breaks Down

Loading

Camuni…

Loading

Docker CLI and Dockerfile Cheat Sheet

Loading

Docker

How Emerging Technologies Are Impacting Industries – Chuck Brooks

Loading

Netflix load times….

Loading

The Profitability Challenge for Challenger Banks

Loading

The challenge to scale and become a global financial services company.

Source Fincog

Raspberry PI powered Minecraft jack-o’-lantern

Loading

For Halloween this year you may print a large Minecraft jack-o’-lantern after running across this model.

This jack-o’-lantern plays Minecraft music and causes a big RGB LED cube to flicker; when a proximity sensor is tripped, it plays a random spooky noise and flashes the LED red.

Here is the complete write-up, with schematics and such.

Data for every decision

Loading

Using the right kind of data for every decision: the perspective of data science community.

#datascientists #artificialintelligence #ai

The five dimensions to deliver an elevated omnichannel experience

Loading

Interesting chart by McKinsey & Company regarding the omnichannel experience.