Digital Watermarking ML ML Frameworks

ML frameworks and tools for embedding, extracting, and protecting watermarks in digital media (images, videos, proteins). Includes robustness testing and watermark removal/attacks. Does NOT include general image inpainting, object removal, or steganography without watermarking focus.

There are 19 digital watermarking ml frameworks tracked. The highest-rated is zuruoke/watermark-removal at 49/100 with 4,413 stars.

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#	Framework	Score	Tier	Stars	Language
1	zuruoke/watermark-removal a machine learning image inpainting task that instinctively removes...	49	Emerging	4,413	Python
2	braindotai/Watermark-Removal-Pytorch 🔥 CNN for Watermark Removal using Deep Image Prior with Pytorch 🔥.	48	Emerging	1,135	Jupyter Notebook
3	harveyslash/Deep-Steganography Hiding Images within other images using Deep Learning	48	Emerging	213	Jupyter Notebook
4	whitelok/watermark-remover Remove watermark automatically(Just can use for fixed position watermark...	42	Emerging	306	—
5	SAP-archive/ml-model-watermarking Protect your machine learning models easily and securely with watermarking 🔑	40	Emerging	97	Python
6	hellloxiaotian/SWCNN A self-supervised CNN for image watermark removal (IEEE Transactions on...	35	Emerging	74	Python
7	schalappe/watermark_resolution This code is the implementation of "Convolutional Neural Network-Based...	34	Emerging	8	Jupyter Notebook
8	cent664/SSRIW Tensorflow implementation of 'Robust Image Watermarking based on...	33	Emerging	19	Jupyter Notebook
9	poseidonchan/ProteinWatermark Injecting watermarks to protein sequences for privacy protection in biosecurity	28	Experimental	10	Jupyter Notebook
10	Daniel-EST/deep-steganography A Steganography model that uses Deep Learning in order to hide secret images...	26	Experimental	10	Jupyter Notebook
11	asaishivanand-design/steganography-detection-cnn CNN-based detection of hidden data in images (Steganalysis)	23	Experimental	1	Jupyter Notebook
12	BDOU3/watermark-pro 💧 Enhance your photos with Watermark Pro, the client-side tool for easily...	21	Experimental	—	HTML
13	WordRealm/deepscene 🖼️ Embed files into images seamlessly with DeepScene, a command-line tool...	21	Experimental	—	Rust
14	gconsigli/ai-watermarking AI watermarker for images and text that replicates SynthID's functionality.	21	Experimental	10	Jupyter Notebook
15	gn0/steganotorchy Hide messages inside neural network weights and biases	17	Experimental	1	Rust
16	shijincai/remove-veo-watermark Free AI tool to remove watermarks from Google Veo AI-generated videos....	14	Experimental	4	—
17	YalfimovIvan/steganography-and-digital-watermarking Python experiments in image steganography, watermarking, robustness testing,...	14	Experimental	—	Python
18	davidggz/SRNet-Tensorflow-Implementation SRNet steganalyzer implementation using TensorFlow 2.0	13	Experimental	10	Jupyter Notebook
19	niranjanmeti/image_steganography_autoencoders Image Steganography using neural networks and autoencoders in MATLAB	13	Experimental	—	MATLAB

Comparisons in this category

watermark-removal and watermark-remover (49 vs 42) Deep-Steganography and deep-steganography (48 vs 26)