signature
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.signatures-dataset
Sig-DS: Signature Dataset
This dataset contains a collection of genuine and forged handwritten signatures designed for training image similarity and forgery detection algorithms.
Dataset Details
Developed by: Toni Ihab
Type: Image Dataset
Language(s): English
License: MIT
Intended Use
Primary use cases: Training deep learning models for handwriting authentication, biometric similarity scoring, and forgery detection. It is highly suitable for… See the full description on the dataset page: https://huggingface.co/datasets/T0KII/signatures-dataset.signatures-xc8up
Signatures Xc8Up
This dataset is part of the Roboflow 100 benchmark, a diverse collection of 100 object detection datasets spanning 7 imagery domains.
Dataset Statistics
Split
Images
Train
257
Validation
74
Test
37
Total
368
Classes (1)
signature
Usage
With LibreYOLO
from libreyolo import LIBREYOLO
# Load a model
model = LIBREYOLO(model_path="libreyoloXnano.pt")
# Train on this dataset… See the full description on the dataset page: https://huggingface.co/datasets/LibreYOLO/signatures-xc8up.time-signature
Time Signature Detection Dataset
A YOLO-format object detection dataset for recognizing musical time signatures in sheet music images. The dataset is compiled from two sources: a subset of DeepScores V2 and public domain scores from IMSLP (Chopin, Beethoven, Mozart, Brahms, Debussy, and others).
Dataset Summary
Split
Images
Instances
Train
381
2,481
Val
269
644
Total
650
3,125
Classes
19 time signature classes with instance… See the full description on the dataset page: https://huggingface.co/datasets/BowenC/time-signature.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.