Team: Mingze Gao, Qiuyao He, Vio Zhu | Last Update: Nov 6, 2023

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Final Videos

pixel accuracy exploration: https://youtube.com/shorts/jTxGlt5so_I

emotional accuracy exploration: https://www.youtube.com/watch?v=lSkacWOi7fo

Objective

We are investigating the definition of accuracy as it pertains to images and videos generated by AI. Accuracy can be interpreted in two distinct ways: pixel perfect accuracy and emotion delivery accuracy.

The first is pixel-level accuracy: the ability of AI to precisely replicate the images we envision down to the exact pixel, and the potential to refine these images through iterative processes.

The second is what might be termed 'poetic silhouette' emotion delivery accuracy: the capacity of AI to employ aesthetic coherence in evoking specific emotions among audiences, as opposed to strictly adhering to pixel-perfect representation.

Through our exploration, Mingze explored the pixel-perfect accuracy through iterating the AI generated results in Midjourney; while Qiuyao and I explored emotional accuracy: we made up a storyline for the song and created the music video representing the inner struggle of human beings.

Workflow Exploration

Image - Midjourney Motion - Pika Labs AI Upscaling and watermark removing - Topaz AI Video Face swap - add Midjourney + InstantFaceSwap into the same discord server Music - Suno Voices - Elevenlabs

Process Documentation

Prompt Iterations

Storyline Exploration

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Mid journey generated images