AI4AR: Text Guided Object Hallucination
Description
Have you ever seen an Avocado-shaped armchair? (or something even more bizarre) Is it possible to generate such images? Have you heard of DALL·E, which creates images from text prompts? This project aims to generate realistic 3D object renders (generating the geometry and color of a wide range of objects without 3D supervision) from textual prompts. Future works could include focusing on a particular domain like healthcare (MRI Scans) etc. The video below is an example of a 3D render of ‘a robot in the shape of a dog.’
Application Process
To apply for this project one must attempt to solve a (simple) selection task and state why you want to be part of the project. The task involves parts:
- Implementation of a simple Neural Network from scratch (using Pytorch),
- Additional questions which are related to the project itself. There is no right or wrong answer to these questions and its basically to understand your thought process.
Interest Form
Asp. PM WhatsApp Group Link
Application Link
TIP: Deep Learning was invented to mimic how a neuron/human learns (atleast to a certain degree). Keep this in mind while answering the questions above. Your answers need not be technically accurate (but it would be appreciated) and can be loosely worded, but they MUST have some intuition backing them.
Submission Deadline
Completed applications are to be submitted by 14th May 2022 11:59PM!