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Hack Five
Hack Five

The Fifth Elephant Open Source AI Hackathon 2024

GenAI makers and creators contest and showcase

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T.V.ANJINEYULU Banju

@anjineyulu

Harish

@Hguragol

ROHIT R NATH

@rohitrnath

A Steerable Dataset Generator

Submitted Dec 25, 2023

Category: AI for image generation/creatives

A completely editable dataset for a statistically balanced Data-cenrtic AI is absolutely needed for Robust model.

To get 360 degree coverage of a usecase,the dataset needs to be completely editable on top of SOTA argumentation.
Our framework can edit,move,occlude,populate diffrent scenariors in such a way that CV models face minimal drift.

Algorithms to be used.

Llama 2-For Prompt Engineering
SDXL-For text to image
SDXL Inpainting-For inpainting an image

We also would like to come up with standard metrics to call a CV dataset completely balanced with a KPI like the industry has pioneered for numerical datasets.

Partial Implementation can be found here:https://github.com/anjineyulutv/Steerable-Dataset-Generator

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