Datasets:

armvectores
/

handwritten_text_detection

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Handwritten text detection dataset

Data domain

The blanks were provided by youth organization "Armenian Club" (telegram, instagram ), Russia Moscow.

The text on blanks was written during dictation "Teladrutyun" in 2018

The blanks were labeled by Amir and Renal during research project in HSE MIEM

Dataset info

Contains labeled dictations blanks in YOLO format

91 image in total, 73 (80%) for train and 18 (20%) for test

No image alignment or any preprocess

Resolution 1320x1020, 96 dpi

How to use

clone repo

git clone https://huggingface.co/datasets/armvectores/handwritten_text_detection
cd handwritten_text_detection

use data.yaml for training

from ultralytics import YOLO

model = YOLO('yolov8n.pt')
model.train(data='data.yaml', epochs=20)

Data sample

Downloads last month: 428

Edit dataset card

Size of downloaded dataset files:

925 kB

Size of the auto-converted Parquet files:

702 kB

Number of rows:

11,425

Models trained or fine-tuned on armvectores/handwritten_text_detection

armvectores/yolov8n_handwritten_text_detection

Object Detection • Updated Apr 26 • 6