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A road runs at night into a glowing tunnel of light, under a hill dotted with small lights.
#ai#cloud

Carvana Joyride

1.3M personalised AI videos

> for carvana · via 1stavemachine · via specialguestxai video · 2022
01· the project
> A project for Carvana, with SpecialGuestX and 1stAveMachine.

1.3 million videos, one for each customer.

Carvana's Joyride campaign gave each customer a video about the day they bought their car: their name, the car, the date and place, and what was happening in the world that day. AI wrote the scripts and generated the images and voice, and a serverless render pipeline on AWS produced up to 300,000 videos an hour, more than 1.3 million in total.

Most of the work came first. From March 2022 we spent close to a year finding what such a video could look like, down four paths: Disco Diffusion series such as Gummy car and Meadow car, GANs with Pytti, car-to-landscape morphs in Houdini rendered in Mantra, and point clouds built from photography, with further tests in Unreal. The finished films build on Carvana's own patented vehicle photography.

> cat /works/carvana-joyride.md
TYPEAI VIDEO
CLIENTCARVANA
AGENCYSPECIALGUESTX
STUDIO1STAVEMACHINE
YEAR2022
LOCATIONUSA
built with
  • AWS Lambda
  • Generative AI
  • Text to speech
  • 3D
#ai #cloudCase video ↗
02· in numbers
1.3M+> personalised videos
300,000> renders per hour
50,000> 3D car models
6 h> of voice training
03· how it works
A frame from a customer's video: a road under a pink sky with a sign for Portsmouth, New Hampshire.
01

Data

Name, car, date and place of each purchase.

A storyboard sketch of a road entering a tunnel through a rocky canyon.
02

Script

AI writes a script with what was happening in the world that day.

An early test in Disco Diffusion: cars driving through waving American flags and clouds.
03

Generate

Images and a trained voice are generated for each story.

A frame from a finished video: a white car on a desert road among other cars, under a red sky.
04

Render

A serverless pipeline on AWS renders up to 300,000 videos an hour.

04· gallery
05· credits
for carvana. via 1stavemachine. via specialguestx. AI - VIDEO - CLOUD. 2022
06· references

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07· next project
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