Preview video

Hack Five
Hack Five

Open Source AI Hackathon 2024

GenAI makers and creators contest and showcase

Tickets

Loading…

All submissions

Infant Sam Christian

@thelonesamurai

SimGen - the ultimate solution for generating synthetic datasets.

Submitted Nov 18, 2023

Category: AI for India

Problem Statement

Generating Synthetic Dataset of Indian Roads - Problems

  • Generate photo-realistic images of urban Indian driving scenes.
  • Simulate complexities like traffic congestion, unexpected road elements, and various weather conditions.
  • Enable real-time interaction with the server to produce photorealistic images.

Solution

  • Simulation based solution that can be integrated with Unity to capture the simulation and process it to provide a generated realistic image dataset.
  • Enable real-time configuration and simulation to create a varied level of dataset of huge size and different condition.
  • The tool process the video recorded in to frame and processes “n” frames from each video in equal interval.
  • The image taken is processed through a pre-finetuned version of StableDiffusion and 2 levels of controlnets.
  • The final processed images and the intermediary steps are stored in a database.
All submissions

Comments

{{ gettext('Login to leave a comment') }}

{{ gettext('Post a comment…') }}
{{ gettext('New comment') }}
{{ formTitle }}

{{ errorMsg }}

{{ gettext('No comments posted yet') }}

Hybrid access (members only)

Hosted by

Hack Five
Hack Five
The Fifth Elephant hackathons

Supported by

Host

The Fifth Elephant
The Fifth Elephant
Jump starting better data engineering and AI futures
Meta
Meta

Venue host

H
Hasura
Welcome to the events page for events hosted at The Terrace @ Hasura. more

Partner

Microsoft for Startup's
Microsoft for Startup's
Providing all founders, at any stage, with free resources to build a successful startup.