datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
typed_digital_signatures
Typed Digital Signatures Dataset
This comprehensive dataset contains synthetic digital signatures rendered across 30 different Google Fonts, specifically selected for their handwriting and signature-style characteristics. Each font contributes unique stylistic elements, making this dataset ideal for robust signature analysis and font recognition tasks.
Dataset Overview
Total Fonts: 30 different Google Fonts
Images per Font: 3,000 signatures
Total Dataset Size:… See the full description on the dataset page: https://huggingface.co/datasets/Benjy/typed_digital_signatures.Signature-Verification-Dataset
Multilingual Signature Verification Dataset
Dataset Summary
The Multilingual Signature Verification Dataset is a curated collection of handwritten signatures designed for offline signature verification and related computer vision tasks.
The dataset contains more than 7,000 signature images spanning three major writing systems:
Hindi
Bengali
English
The English portion includes samples from the well-known CEDAR Signature Dataset, while additional Hindi and… See the full description on the dataset page: https://huggingface.co/datasets/rakshitdabral/Signature-Verification-Dataset.digital_signatures
Digital Signatures Dataset
This dataset contains unique synthetic digital signatures rendered in different fonts:
4,000 synthetic signatures in Rage font
4,000 synthetic signatures in Mistral font
2,000 synthetic signatures in Arial Unicode font
Purpose
For the development of models that can detect digital signatures in documentation using the publicly available Docusign® font styles.
Structure
The dataset is organized into three folders:
rage/ - Contains… See the full description on the dataset page: https://huggingface.co/datasets/Benjy/digital_signatures.handwriting-signatures-datasetA dataset of handwritten signatures with text prompts, designed for LoRA fine-tuning of diffusion models to generate realistic personal signatures.
Handwritten Signatures Dataset (Processed)
This dataset contains preprocessed handwritten signatures designed for signature verification and LoRA fine-tuning of diffusion models (e.g., Stable Diffusion) for text-to-image tasks.
📌 Processing steps
Labeling – assigned using computer vision and AI models to group… See the full description on the dataset page: https://huggingface.co/datasets/LuisitoLuisito/handwriting-signatures-dataset.Signature-Verification-Dataset
Multilingual Signature Verification Dataset
Dataset Summary
The Multilingual Signature Verification Dataset is a curated collection of handwritten signatures designed for offline signature verification and related computer vision tasks.
The dataset contains more than 7,000 signature images spanning three major writing systems:
Hindi
Bengali
English
The English portion includes samples from the well-known CEDAR Signature Dataset, while additional Hindi and… See the full description on the dataset page: https://huggingface.co/datasets/Peachyy2208/Signature-Verification-Dataset.handwriting-signatures-datasetA dataset of handwritten signatures with text prompts, designed for LoRA fine-tuning of diffusion models to generate realistic personal signatures.
Handwritten Signatures Dataset (Processed)
This dataset contains preprocessed handwritten signatures designed for signature verification and LoRA fine-tuning of diffusion models (e.g., Stable Diffusion) for text-to-image tasks.
📌 Processing steps
Labeling – assigned using computer vision and AI models to group signatures… See the full description on the dataset page: https://huggingface.co/datasets/sl4shuur/handwriting-signatures-dataset.handwriting-signatures-datasetA dataset of handwritten signatures with text prompts, designed for LoRA fine-tuning of diffusion models to generate realistic personal signatures.
Handwritten Signatures Dataset (Processed)
This dataset contains preprocessed handwritten signatures designed for signature verification and LoRA fine-tuning of diffusion models (e.g., Stable Diffusion) for text-to-image tasks.
📌 Processing steps
Labeling – assigned using computer vision and AI models to group signatures… See the full description on the dataset page: https://huggingface.co/datasets/jade-kai/handwriting-signatures-dataset.handwriting-signatures-datasetA dataset of handwritten signatures with text prompts, designed for LoRA fine-tuning of diffusion models to generate realistic personal signatures.
Handwritten Signatures Dataset (Processed)
This dataset contains preprocessed handwritten signatures designed for signature verification and LoRA fine-tuning of diffusion models (e.g., Stable Diffusion) for text-to-image tasks.
📌 Processing steps
Labeling – assigned using computer vision and AI models to group signatures… See the full description on the dataset page: https://huggingface.co/datasets/ebixhaferaj/handwriting-signatures-dataset.signatures
Signatures
1176 cropped handwritten signature images (PNG, RGBA with transparent background), tightly cropped to the ink with a small uniform margin.
Files are named sig_0001.png ... sig_1176.png.
synthetic-digital-signature-blocks
Synthetic Digital Signature Blocks
Synthetically generated images of digital signature appearance blocks — the visual stamp that PDF readers draw on a document when it is signed electronically. Every image is procedurally generated with PIL; no real document, no real person, and no real product branding is included.
The dataset was built to train signature-presence detectors on scanned administrative forms, where handwritten signatures are only one of several valid visual… See the full description on the dataset page: https://huggingface.co/datasets/marayagomez/synthetic-digital-signature-blocks.