videohash
neuralhash-collisions
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| videohash | neuralhash-collisions | |
|---|---|---|
| 4 | 11 | |
| 253 | 149 | |
| - | 0.7% | |
| 0.0 | 0.0 | |
| 4 months ago | over 1 year ago | |
| Python | JavaScript | |
| MIT License | MIT License |
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videohash
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tips on scraping for porn?
2) Sorting through all the scraped data. This is going to vary depending on your approach. If you want to remove duplicates, there is a library called videohash that will allow you to take the perceptual hash of video files. If 2 videos have the same perceptual hash, they are duplicate.
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Videohash – Perceptual Video Hashing Package
I think it creates a collage of the video frames: https://github.com/akamhy/videohash/blob/8759b6ad7fdabcdf4dd...
and passes that on to the videohash.py module to generate a hash:
neuralhash-collisions
- Daily General Discussion - October 27, 2022
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Hacker News top posts: Aug 25, 2021
A catalog of naturally occurring images whose Apple NeuralHash is identical\ (127 comments)
- A catalog of naturally occurring images whose Apple NeuralHash is identical
- Bay Area doctor found with 2k images, videos of child pornography on iCloud
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[P] Run NeuralHash in your browser!
The ImageNet collisions found here can be consistently reproduced in the demo
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ImageNet contains naturally occurring Apple NeuralHash collisions
The sample set is ImageNet, which is a well-known dataset in Computer Vision and is available for download here: https://www.kaggle.com/c/imagenet-object-localization-challe...
I'd love to see this work extended; if you find additional collisions in the wild please submit a PR to the repo (please do not submit artificially generated adversarial images): https://github.com/roboflow-ai/neuralhash-collisions
What are some alternatives?
neural-hash-collider - Preimage attack against NeuralHash 💣
tfjs - A WebGL accelerated JavaScript library for training and deploying ML models.
Watusi-for-WhatsApp - Your all-in-one tweak for WhatsApp Messenger!
imgdupes - Identifying and removing near-duplicate images using perceptual hashing.
scala-phash - Image comparison by hash codes
AppleNeuralHash2ONNX - Convert Apple NeuralHash model for CSAM Detection to ONNX.
prettymaps - A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
OpenShadingLanguage - Advanced shading language for production GI renderers
block-validation-geth - To be deprecated in favor of https://github.com/flashbots/builder
mev-boost-relay - MEV-Boost Relay for Ethereum proposer/builder separation (PBS)
vidgear - A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features :fire:
openshot-qt - OpenShot Video Editor is an award-winning free and open-source video editor for Linux, Mac, and Windows, and is dedicated to delivering high quality video editing and animation solutions to the world.