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https://github.com/ad-si/Perspec
Scriptable desktop app to correct the perspective of images
https://github.com/ad-si/Perspec
app correction desktop-app gloss gui hacktoberfest haskell image imagemagick keystone linux-app macos-app perspec perspective perspective-transformation photo scanning scriptable workflow
Last synced: about 1 month ago
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Scriptable desktop app to correct the perspective of images
- Host: GitHub
- URL: https://github.com/ad-si/Perspec
- Owner: ad-si
- License: agpl-3.0
- Created: 2020-02-22T21:13:32.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2023-05-10T08:54:33.000Z (over 1 year ago)
- Last Synced: 2024-11-13T06:09:21.489Z (about 1 month ago)
- Topics: app, correction, desktop-app, gloss, gui, hacktoberfest, haskell, image, imagemagick, keystone, linux-app, macos-app, perspec, perspective, perspective-transformation, photo, scanning, scriptable, workflow
- Language: Haskell
- Homepage: https://feram.gumroad.com/l/perspec
- Size: 13.8 MB
- Stars: 588
- Watchers: 6
- Forks: 33
- Open Issues: 30
-
Metadata Files:
- Readme: readme.md
- Changelog: changelog.md
- License: license
Awesome Lists containing this project
README
Perspec
App and workflow to perspectively correct images.
For example whiteboards, document scans, or facades.
- [App Workflow](#app-workflow)
- [Installation](#installation)
* [Prebuilt](#prebuilt)
* [From Source](#from-source)
- [Usage via CLI](#usage-via-cli)
- [Photo Digitization Workflow](#photo-digitization-workflow)
* [Additional Steps](#additional-steps)
- [Features](#features)
- [Algorithms](#algorithms)
* [Perspective Transformation](#perspective-transformation)
* [Grayscale Conversion](#grayscale-conversion)
* [BW Conversion](#bw-conversion)
* [Interpolation of Missing Parts](#interpolation-of-missing-parts)
- [Technologies](#technologies)
- [Related](#related)
## App Workflow
Step | Description | Result
-----|--------------------------------------------|------------------
1 | Take photos | ![Original image][doc]
2 | Open Perspec app | ![Opened Perspec App][open]
3 | Drop the images onto the window | ![Dropped image][dropped]
4 | Mark the corners by clicking on them | ![Marked corners][corners]
5 | Click one of the save buttons (or [Enter]) | ![Corrected image][fixed]
[doc]: images/doc.jpg
[mark]: images/doc-marking.jpg
[open]: images/perspec_opened.png
[dropped]: images/perspec_image_dropped.png
[corners]: images/perspec_marked_corners.png
[fixed]: images/doc-fixed.jpg
## Installation
**WARNING:**
Perspec currently only works on macOS and Linux.
Any help to make it work on
Microsoft [(Ticket)](https://github.com/feramhq/Perspec/issues/21)
would be greatly appreciated!
### Prebuilt
You can get this (and previous) versions from
[the releases page](https://github.com/feramhq/Perspec/releases).
The current nightly version can be downloaded from
https://github.com/feramhq/Perspec/actions.
However, it's necessary to fix the file permissions after download:
```sh
chmod +x \
./Perspec.app/Contents/MacOS/Perspec \
./Perspec.app/Contents/Resources/{perspec,script,imagemagick/bin/convert}
```
On macOS you can also install it via this [Homebrew](https://brew.sh) tap:
```sh
brew install --cask ad-si/tap/perspec
```
### From Source
Build it from source with Haskell's
[stack](https://docs.haskellstack.org/en/stable/install_and_upgrade/).
Platypus, with
[command line tools enabled](https://github.com/sveinbjornt/Platypus/blob/master/Documentation/Documentation.md#show-shell-command)
, is required to build from source.
```sh
git clone https://github.com/feramhq/Perspec
cd Perspec
make install
```
This copies the `Perspec.app` to your `/Applications` directory
and makes the `perspec` command available on your path.
You can then either drop images on the app window,
or use it via the CLI like `perspec fix image.jpeg`
## Usage via CLI
It's also possible to directly invoke Perspec via the CLI like so:
```sh
/Applications/Perspec.app/Contents/Resources/perspec fix path/to/image.jpeg
```
You can also pass several images and they will all be opened
one after another.
This is very useful for batch correcting a large set of images.
## Photo Digitization Workflow
1. Take photos
1. Use camera app which lets you lock rotation (e.g. [OpenCamera]).
Otherwise check out the guide below to fix rotation.
1. Use a sound activated camera to take photos simply
by clicking your tongue or snipping your finger. E.g. with:
- [Pluto Trigger] - Hardware device
- [Magic Lantern] - 3rd party firmware for Canon
- [iSoundCam] - Android app
1. Use `perspec rename` sub-command to fix order and names of scanned files.
1. Verify that
- All pages were captured and have the correct filename
- Images are sharp enough
- Images have a high contrast
- Images have correct orientation
1. For best image quality convert images optionally
to a lossless format (e.g. `png`),
apply rotations, and convert them to grayscale.
Attention: Exclude the covers!
```sh
mogrify -verbose -format png \
-auto-orient -colorspace gray photos/*.jpeg
```
1. Use Perspec to crop images
```sh
perspec fix photos/*.png
````
[iSoundCam]: http://www.cherry-software.com/isoundcam.html
[Magic Lantern]: https://wiki.magiclantern.fm/pl:userguide?#audio_remoteshot
[OpenCamera]:
https://play.google.com/store/apps/details?id=net.sourceforge.opencamera
[Pluto Trigger]: https://plutotrigger.com
### Additional Steps
Improve colors with one of the following steps:
1. Normalize dynamic range:
```sh
mogrify -verbose -normalize photos/*.png
```
1. Convert to black and white:
```sh
#! /usr/bin/env bash
find . -iname "*.png" | \
while read -r file
do
convert \
-verbose \
"$file" \
\( +clone -blur 0x60 -brightness-contrast 40 \) \
-compose minus \
-composite \
-negate \
-auto-threshold otsu \
"$(basename "$file" ".png")"-fixed.png
done
```
In order to rotate all photos to portrait mode you can use either
```sh
mogrify -verbose -auto-orient -rotate "90>" photos/*.jpeg
```
or
```sh
mogrify -verbose -auto-orient -rotate "-90>" photos/*.jpeg
```
## Features
- [x] Rescale image on viewport change
- [x] Handle JPEG rotation
- [x] Draw lines between corners to simplify guessing of clipped corners
- [x] Bundle Imagemagick
- [x] Better error if wrong file format is dropped (images/error-message.jpg)
- [x] Center Perspec window on screen
- [x] Drag'n'Drop for corner markers
- [x] "Submit" button
- [x] "Convert to Grayscale" button
- [ ] Add support for custom output size (e.g. A4)
- [ ] Manual rotation buttons
- [ ] Zoom view for corners
- [ ] Label corner markers
## Algorithms
### Perspective Transformation
Once the corners are marked, the correction is equivalent to:
```sh
convert \
images/example.jpg \
-distort Perspective \
'8,35 0,0 27,73 0,66 90,72 63,66 67,10 63,0' \
-crop 63x66+0+0 \
images/example-fixed.jpg
```
### Grayscale Conversion
Converts image to grayscale and normalizes the range of values afterwards.
(Uses Imagemagick's `-colorspace gray -normalize`)
### BW Conversion
Converts image to binary format with OTSU's method.
(Uses Imagemagick's `-auto-threshold OTSU -monochrome`)
### Interpolation of Missing Parts
Perspec automatically interpolates missing parts by using the closest pixel.
(https://www.imagemagick.org/Usage/misc/#edge)
## Technologies
- Core is written in [Haskell](https://haskell.org)
- Perspective transformation are handled by [ImageMagick]
- App bundle is created with [Platypus](https://sveinbjorn.org/platypus)
[ImageMagick]: https://imagemagick.org
## Related
Check out [ad-si/awesome-scanning](https://github.com/ad-si/awesome-scanning)
for an extensive list of related projects.