facebookresearch / facebookresearch/detectron2

The ability to choose how to dump DensePose output

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#2,530 1 comment 0 reactions 0 assignees View on GitHub
densepose enhancement
Dominant language
Python
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Description

## 🚀 Feature
DensePose saves intermediate results in memory. This becomes very difficult to run on a large set of images. It requires us to fragment into smaller chunks which is just painful to manage.

## Motivation & Examples
Provide an example to instead save out result as individual files for each image.

Contributor guide

Open the contributing guide

Research direction

The issue names DensePose output and the need to avoid keeping intermediate results in memory, but it does not identify files, tests, or an entry point. Start by tracing where DensePose results are accumulated and dumped; done means supporting per-image output files and providing an example of that usage.

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
Needs clarification
Newbie friendliness
35/100

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