> For the complete documentation index, see [llms.txt](https://bellingcat.gitbook.io/toolkit/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://bellingcat.gitbook.io/toolkit/categories/image-video/image-misc.md).

# 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](/toolkit/more/all-tools/autostitch.md)                                                                                               |
| 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](/toolkit/more/all-tools/forensically.md)                                                                                           |
| 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](/toolkit/more/all-tools/hugin.md)                                                                                                         |
| InVID            | 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](/toolkit/more/all-tools/invid.md)                                                                                                         |
| 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>                             |
| 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>                   |


---

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