facebookresearch / facebookresearch/detectron2

Interpolate UV coordinate of DensePose CSE

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#3,840 1 comment 0 reactions 0 assignees View on GitHub
densepose
Dominant language
Python
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Description

## 🚀 Feature
Currently the DensePoseOutputsTextureVisualizer class only output UV coordinates of closest vertex, thus cannot generate a complete texture map from it. The visualizer should output UV coordinates with interpolation so each pixel map to a unique uv coordinate.

## Motivation & Examples
the mapped UV coordinates of vertex:
![u_b](https://user-images.githubusercontent.com/53556761/147735634-4ba3f16f-85f9-4098-bd7d-f098f979dc41.png)

Contributor guide

Open the contributing guide

Research direction

Start by locating the DensePoseOutputsTextureVisualizer implementation and reviewing how it currently selects the closest vertex UV coordinate. Determine how interpolated UV coordinates should be produced for each pixel, then verify that the visualizer can generate a complete texture map with unique per-pixel UV coordinates.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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