pytorch/vision

Implement AutoAugment for Detection

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#6,224 opened on Jun 30, 2022

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 (19 comments) (0 reactions) (1 assignee)Python (6,858 forks)batch import
help wantedmodule: transforms

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Description

🚀 The feature

Implement Learning Data Augmentation Strategies for Object Detection Refers to: #3817

Motivation, pitch

Good to have augmentation in Torchvision

Alternatives

No response

Additional context

No response

cc @vfdev-5 @datumbox

Contributor guide

Research direction
Study the paper 'Learning Data Augmentation Strategies for Object Detection' and implement the AutoAugment policies for detection tasks in torchvision.
Tech stack
python
Domain
machine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30