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AI Tools and Applications

This a list of AI tools and applications we find especially interesting, useful, or informative. This list is not comprehensive, and mostly contains things that are featured in our course content.

Information:

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AI Landscape Map (by Handshake) - An overview of 150+ AI tools we put together for you (developed in 4/20/23)
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Tensorflow Projector - A visualization of what a model looks like if reduced down to three dimensions. NOT a practical tool. These are simpler, older models which serve as a nice depiction of what a model is.
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Generative AI platforms:

Image generators:

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Dream Studio - Official Stable Diffusion interface. The new release Stable Diffusion XL is especially proficient in photorealism.

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Adobe Firefly - Beta version of Adobe's image generator.
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MidJourney - A model of its own (not stable diffusion) proficient in photorealism (among other things).

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Dall-E - Easy-to-use and cheap, but doesn’t make the cut of looking like IRL imagery (in real life).

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Voice generators:

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Play.ht - Ultra-realistic Text-to-Speech (TTS) generator.
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ElevenLabs - Another Text-to-Speech service which also offers ways to create voiceovers in your own voice.

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Video generators:

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Runway ML - can add special effects to existing videos or create short videos in response to text prompts.

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Music generators:

Note: These are still very beta and, dare I call them, weird (or artistic, depending on how you see it)..

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AudioGen & MusicGen - free-to-use, simple and controllable models for audio generation on HuggingFace.
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Soundful - closed-source, commercial music generation model for creating royalty free background music.
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BoomyAI - Offers a song-generation platform even for non-musically inclined, as well as a platform where to post this music and get paid when someone listens to it.

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Innovative applications:

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Elicit - AI Research Assistant; Find relevant papers, summarize takeaways & extract key information
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Replika - AI companion; Advertises deep emotional intimacy. Watch a podcast with the founder here.
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Harmonai - Music Generator
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Puppets.app - Fun application of AI to animate puppets with hand gestures
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Character.ai - AI chatbot embodying different personalities; talk with Billie Eilish, Mario and a NYC cat (for free). A beta version (Eilish told me she was a professor before singing)
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For more cutting edge AI applications, check out these vibrant developer community platforms:

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HuggingFace Spaces - An enormous open-source repository of AI tools (also check out all the available open-source models through menu/models)
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Replicate - Chat group of an enormous open-source repository of AI tools.

App dev:

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Adalo - Drag and drop platform for building custom no-code web & mobile applications
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Glide - Specializes in building tools for businesses (as a service)
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Bubble - The online software we use during class to create an AI app
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Zapier - General tool for connecting one app to another, like email to spreadsheet. Now also has the capacity to connect to AI. (More for internal applications, not client-facing)
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