# Misc

| Name                      | Description                                                                                                                                                                                                                                                                                                                                                                                                       | Cost                                              | Tool Review and Guide                                                                                                                                                                                      |
| ------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| AmIReal                   | Github - GAN detector detects if faces were generated by ThisPersonDoesNotExist                                                                                                                                                                                                                                                                                                                                   | <mark style="background-color:green;">Free</mark> | <p><sub><em>Guide not available</em></sub></p><p><a href="https://seintpl.github.io/AmIReal/"><mark style="background-color:blue;">https://seintpl.github.io/AmIReal/</mark></a></p>                       |
| AutoStitch                | Autostitch is a free tool for seamlessly combining multiple photos into a single panoramic image, making it ideal for creating wide-angle photography without needing specialized equipment.                                                                                                                                                                                                                      | <mark style="background-color:green;">Free</mark> | [https://bellingcat.gitbook.io/toolkit/more/all-tools/autostitch](../../more/all-tools/autostitch)                                                                                                         |
| Cleanup.Pictures          | Web tool for quickly removing objects from an image.                                                                                                                                                                                                                                                                                                                                                              | <mark style="background-color:green;">Free</mark> | <p><sub><em>Guide not available</em></sub></p><p><a href="https://cleanup.pictures/"><mark style="background-color:blue;">https://cleanup.pictures/</mark></a></p>                                         |
| fdupes                    | Github - Locating exact matches of duplicate files.                                                                                                                                                                                                                                                                                                                                                               | <mark style="background-color:green;">Free</mark> | <p><sub><em>Guide not available</em></sub></p><p><a href="https://github.com/adrianlopezroche/fdupes"><mark style="background-color:blue;">https://github.com/adrianlopezroche/fdupes</mark></a></p>       |
| Forensically              | A collection of web-based image forensics tools. Can identify fake or doctored images.                                                                                                                                                                                                                                                                                                                            | <mark style="background-color:green;">Free</mark> | [https://bellingcat.gitbook.io/toolkit/more/all-tools/forensically](../../more/all-tools/forensically)                                                                                                     |
| Hugin                     | Hugin is a free and open-source panorama photo stitching and HDR (High Dynamic Range imaging) merging software that helps users create seamless panoramic images from multiple photographs.                                                                                                                                                                                                                       | <mark style="background-color:green;">Free</mark> | [https://bellingcat.gitbook.io/toolkit/more/all-tools/hugin](../../more/all-tools/hugin)                                                                                                                   |
| InVID Verification Plugin | A toolkit that supports the verification of videos and images.                                                                                                                                                                                                                                                                                                                                                    | <mark style="background-color:green;">Free</mark> | [https://bellingcat.gitbook.io/toolkit/more/all-tools/invid](../../more/all-tools/invid)                                                                                                                   |
| IPVM Calculator           | Tool for simulating camera views (for geolocations).                                                                                                                                                                                                                                                                                                                                                              | <mark style="background-color:green;">Free</mark> | <p><sub><em>Guide not available</em></sub></p><p><a href="https://calculator.ipvm.com/"><mark style="background-color:blue;">https://calculator.ipvm.com/</mark></a></p>                                   |
| PixPlot                   | PixPlot is a tool that utilizes machine learning and WebGL to provide an interactive visualization of large image collections, allowing users to explore patterns and outliers within image datasets.                                                                                                                                                                                                             | <mark style="background-color:green;">Free</mark> | [https://bellingcat.gitbook.io/toolkit/more/all-tools/pixplot](../../more/all-tools/pixplot)                                                                                                               |
| PureRef                   | Image workspace; lets you arrange images in groups, organize them, etc.                                                                                                                                                                                                                                                                                                                                           | <mark style="background-color:green;">Free</mark> | <p><sub><em>Guide not available</em></sub></p><p><a href="https://www.pureref.com/index.php"><mark style="background-color:blue;">https://www.pureref.com/index.php</mark></a></p>                         |
| VIC                       | The VGG Image Classification (VIC) Engine is an open source project developed at the Visual Geometry Group and released under the BSD-2 clause. VIC is a web application that serves as a web engine to perform image classification queries over an user-defined image dataset. It is based on the original application created by VGG to perform visual searchers over a large dataset of images from BBC News. | <mark style="background-color:green;">Free</mark> | <p><sub><em>Guide not available</em></sub></p><p><a href="http://www.robots.ox.ac.uk/~vgg/software/vic/"><mark style="background-color:blue;">http://www.robots.ox.ac.uk/~vgg/software/vic/</mark></a></p> |
