The Fifth Elephant Open Source AI Hackathon 2024

GenAI makers and creators contest and showcase

Tickets

Loading…

Infant Sam Christian

@thelonesamurai

SimGen - the ultimate solution for generating synthetic datasets.

Submitted Nov 18, 2023

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.

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

The Fifth Elephant hackathons

Supported by

Host

All about data science and machine learning

Venue host

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

Partner

Providing all founders, at any stage, with free resources to build a successful startup.