stylegan2-clip-approach vs aphantasia

stylegan2-clip-approach

Navigating StyleGAN2 w latent space using CLIP (by l4rz)

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aphantasia

CLIP + FFT/DWT/RGB = text to image/video (by eps696)

text-to-image clip text-to-video

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stylegan2-clip-approach		aphantasia
	Project
1	Mentions	21
55	Stars	771
-	Growth	-
1.8	Activity	3.9
over 2 years ago	Latest Commit	7 months ago
Python	Language	Python
-	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

stylegan2-clip-approach

Posts with mentions or reviews of stylegan2-clip-approach. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-03.

test
21 projects | /r/u_Wiskkey | 3 Apr 2022

(Added Mar. 7, 2021) StyleGAN2-CLIP-approach.ipynb - Colaboratory by l4rz. Uses StyleGAN to generate images. GitHub. Twitter reference.

aphantasia

Posts with mentions or reviews of aphantasia. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-03.

An AI written, AI illustrated, human performed audio drama: Asteroid Annie and the Mushiblooms, Part 1 (Uncanny Robot Podcast)
1 project | /r/deepdream | 21 Jul 2022
An audio drama written with NovelAI: Asteroid Annie and the Mushiblooms, Part 1
1 project | /r/NovelAi | 21 Jul 2022
DeadSeanKennedy - Black Sheep Supreme [Breakbeat Techno House Electro Indie] [2022]
1 project | /r/MusicVideos | 27 Apr 2022

A new music video I made off of my latest release "Junglehaus" I used the Aphantasia library from eps696 (https://github.com/eps696/aphantasia) by feeding it the lyrics from the song and then editing together the best generations.
test
21 projects | /r/u_Wiskkey | 3 Apr 2022

(Added Mar. 1, 2021) Aphantasia.ipynb - Colaboratory by eps696. Uses FFT (Fast Fourier Transform) from Lucent/Lucid to generate images. GitHub. Twitter reference. Example #1. Example #2.
Batch render different prompts
1 project | /r/DiscoDiffusion | 24 Mar 2022
Saw u/R_is_Ris post and inspired me to post my own. I call it Glow Forest for obvious reasons
1 project | /r/Currentlytripping | 22 Jan 2022

Made with Illustrip by Vadim Epstein (https://github.com/eps696/aphantasia) and FL Studio for the background ambience
Feeding in Politics: It Did Not Go As Planned
1 project | /r/deepdream | 20 Dec 2021
AI - A love story // AI-generated video about the future of AI // prompt -> GPT-J-6B -> Aphantasia
1 project | /r/artificial | 9 Dec 2021

GPT-J - from the wizards at Eleuther.ai, via HuggingFace. - https://huggingface.co/EleutherAI/gpt-j-6B Aphantasia - from vadim epstein (eps696) - https://github.com/eps696/aphantasia
Mario's Power-up (created with Aphantasia)
1 project | /r/bigsleep | 8 Dec 2021
I heard a bird sing in the dark of December. A magical thing.
1 project | /r/bigsleep | 6 Dec 2021

Over the weekend i've been toying around with the amazing Aphantasia, using quotes about the months of the year as prompts, this is definitely my favorite of the whole set.

What are some alternatives?

When comparing stylegan2-clip-approach and aphantasia you can also consider the following projects:

DALLECLIP

stylegan - StyleGAN - Official TensorFlow Implementation

Colab-BigGANxCLIP

DeOldify - A Deep Learning based project for colorizing and restoring old images (and video!)

AuViMi - AuViMi stands for audio-visual mirror. The idea is to have CLIP generate its interpretation of what your webcam sees, combined with the words thare are spoken.

big-sleep - A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun

Story2Hallucination

deep-daze - Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

Queryable - Run OpenAI's CLIP model on iOS to search photos.

random-colabs

StyleCLIP - Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)