GV

GeezerVison

The World Wide Web, restored to 800 pixels of glory.

Home|About|Gaming cabinet|Archives|How it works|Starter sites

On this site

  • Sign in
  • ActionsCI/CD and automation
  • CodespacesCloud development environments
  • All Features
  • Documentation
  • Training
  • Certifications
  • Build with Copilot
  • Customize Copilot
  • Integrations
  • Trending repos
  • GitHub Sponsors
  • Developer articles
  • Enterprises

This view

  • Original page
  • New address

GeezerVison is showing github.com — GitHub - Paperspace/DataAugmentationForObjectDetection: Data Augmentation For Object Detection

BranchesTags
Open more actions menu

Latest commit

 

History

14 Commits
14 Commits

Folders and files

NameName
Last commit message
Last commit date
.ipynb_checkpoints
.ipynb_checkpoints
 
 
Images
Images
 
 
data_aug
data_aug
 
 
docs
docs
 
 
LICENSE
LICENSE
 
 
__init__.py
__init__.py
 
 
ann_form.jpg
ann_form.jpg
 
 
messi.jpg
messi.jpg
 
 
messi_ann.pkl
messi_ann.pkl
 
 
quick-start.ipynb
quick-start.ipynb
 
 
readme.md
readme.md
 
 
test.py
test.py
 
 

Repository files navigation

Data Augmentation For Object Detection

Accompanying code for the Paperspace tutorial series on adapting data augmentation methods for object detection tasks

Dependencies

  1. OpenCV 3.x
  2. Numpy
  3. Matplotlib

We support a variety of data augmentations, like.

Horizontal Flipping

Horizontal Flip

Scaling

Scaling

Translation

Translation

Rotation

Rotation

Shearing

Shearing

Resizing

Resizing

Quick Start

A quick start tutorial can be found in the file quick-start.ipynb in this repo.

Documentation

A list of all possible transforms and extensive documentation can be found in by opening docs/build/html/index.html in your browser or at this link.

About

Data Augmentation For Object Detection

blog.paperspace.com/data-augmentation-for-bounding-boxes/

Topics

bounding-boxdata-augmentationdeep-learningimagine-augmentationobject-detectionopencv

Resources

Readme
MIT license
Activity
Custom properties

Stars

1.2k stars

Watchers

21 watching

Forks

310 forks
Report repository

Releases

Packages

Used by

Contributors

Languages

You are visitor 01402503 — GeezerVison does not store the pages you look up.
Best viewed with Netscape Navigator 4.7 or Internet Explorer 6 at 800×600. No cookies required.