Inspiration
Digital media creators spend laborious hours creating thumbnails, many of whom lack professional experience. We aim to facilitate high-quality creation for all!
What it does
Provides a pipeline for generating a high-fidelity thumbnail, given a text prompt and a set of training images.
How we built it
The team split into 4, each working on a different part of the pipeline; teammates were happy to help each other through difficult areas.
Challenges we ran into
Time constraints, using new technologies, rate-limited computing power in Colab
Accomplishments that we're proud of
Despite the challenges, we persevered and created a genuinely useful tool with genuine commercial potential.
What we learned
Computer vision frameworks and technologies; teamwork; Stable Diffusion.
What's next for Thumbnail Generator
See the slides; we'd love to develop a front-end tool to help automate the process, making the program more accessible to nontechnical users.
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