The model is simply called “text-to-video synthesis”. A brief summary:
- 1.7 billion parameters 🔥
- training data includes public datasets like LAION5B (5,85 billion image-text pairs), ImageNet (14 million images) & WebVid (10 million video-caption pairs) 🌎
- open source 💪
Text-to-video synthesis consists of three sub-networks that work together to produce short MP4 video clips:
- a text feature extraction,
- a text feature-to-video diffusion model,
- and a video-to-video diffusion model.
3. Give your new Space a name and set it to “Private”. After that, once again hit “Duplicate Space”. Your new Space will then be created automatically.
4. Go to the “Settings” of your Space and choose a sufficiently powerful setup. I used T4 medium for $0.90/hour to save time when generating, but T4 small might also work?
However, 3.6:1 (and higher ratios) seems to work better if you drop the cinematic prefixes (cinematic shot, film still, etc.) 🤷♂️🤔
Here it's just scene & style description. 3.6:1, no letterboxing.
despite the letterboxing, exploring 4:1 is fun ... 🍄🎉 #MidjourneyV5
I generated the images for the game with #midjourney
Prompted for basic 1:1 images, using the tried and tested combination of "white background" and "--no background" to prep transparent PNGs
Then I used #GPT4 via #ChatGPT & gave it the basic story for the game: Squid-Spaceship having to collect little baby squid astronauts, etc...
Asked the AI to come up with HTML/JS code & CSS, then helped it to debug & adjust mechanics (smooth flight paths, etc..)
#AIArt is about to revolutionize #screenwriting! 🤯 As AI tools become more intuitive and easy to use, some think production companies might prioritize profit over storytelling & we'll be binging stunningly beautiful visuals paired with incredibly boring plots.. 🤔
A thread 🧵
1) We could be in for a wild ride here:
As with all technology, there is a risk of it being used in a way that strictly prioritizes profit. AI material might be used to create visually appealing stories that lack depth and originality
2) Yet AI will likely revolutionize screenwriting in a similar way it's currently enhancing visual expression and #AIArt!
Training models with dramaturgical data and narrative finesse is key. And it's already underway 💪 E.g. Dramatron, check @korymath's
Here's a technique for movie concept creation I currently experiment with:
Using #screenwriting devices to prompt #GPT3 for basic story ideas & plots and then using those to generate #midjourney#aiart images depicting key scenes, characters & settings...
Not only is this a huge time saver for #writers when brainstorming or trying out different dramatic scenarios, but you also get images that further spark your imagination...
... and this inspiration goes both ways: images create new approaches to dramaturgical twists or character development, and storytelling devices literally create new perspectives on the story 🤯