Tools

Generative AI Tools Landscape

Posted on by kfra

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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

How to remove background from images without Photoshop using this free online AI tool

Posted on by kfra

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If you need to quickly remove the background of an image you know how it can be boring, even with access to software like Photoshop. Remove.bg is a single-purpose website that uses AI to do the job for you. Just upload any image and the site will automatically identify any people in it, cut around the foreground, and let you download a PNG of your subject with a transparent background.

It’s the latest example of how machine learning techniques that were once cutting-edge are being turned into simple consumer tools. In the case of removing an image’s background, there are already a few open-source algorithms that can handle this particular task.

Remove.bg

Other similar tools include Deepart.io which applies the style of one image (like a painting) to another, and LetsEnhance.io, which uses AI to automatically upscale pictures. 

Testing and using HTTP/2

Posted on by kfra

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There’s a handy command-line tool called is-http which is installed using npm as follows:


npm install -g is-http2-cli

Once installed you can check the HTTP/2 status of a web on the command-line:


$ is-http2 www.atomictag.com
✓ HTTP/2 supported by www.atomictag.com
Supported protocols: h2 spdy/3.1 http/1.1

The is-http tool is also useful because it gives you a list of the protocols advertised by the server. As you can see www.cloudflare.com supports HTTP/2, HTTP/1.1 and SPDY/3.1.

Firewalla: Cyber Security Solution For Your Home

Posted on by kfra

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Firewalla is an all-in-one simple, affordable, intelligent shield that secures all of your digital things. It can protect your family from cyber threats, control kids’ internet usage, and even protects you when you are out using public Wifi.

Firewalla Continue reading “Firewalla: Cyber Security Solution For Your Home” →

Free website performance testing tools

Posted on by kfra

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Here you may find some website performance testing tools to help you make your web site blazing fast.

At the time of testing, all of these tools were free and did not require any web site testing software to be installed. You simply supply your URL and your website performance test is underway.