# Evolving Evocative 2D Views of Generated 3D Objects

Source: [Evolving Evocative 2D Views of Generated 3D Objects](<https://www.sota2.com/research/paper/68fa6b361e209131cea2cede>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2025-10-25T23:43:15.362Z

Authors: Eric Chu

Published: 2021-11-08T21:23:37.000Z

## Abstract

We present a method for jointly generating 3D models of objects and 2D renders at different viewing angles, with the process guided by ImageNet and CLIP -based models. Our results indicate that it can generate anamorphic objects, with renders that both evoke the target caption and look visually appealing.

## Recorded benchmark results

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Original sources and implementation

[Original paper](<https://arxiv.org/abs/2111.04839>)

[PDF](<https://arxiv.org/pdf/2111.04839.pdf>)