shravya11/mechanical-tools-dataset

Mechanical Tools Image Dataset

This repository contains a dataset of 17,763 images across 8 mechanical tool categories (plus pebbles and general test data), with standardized lowercase category structures.

Dataset Structure

The dataset is organized into consolidated tool category folders. To ensure upload reliability and prevent Hugging Face timeout errors, large categories are chunked into smaller parts (part_1 and part_2 containing up to 2,500 images each):

• Total Images: 17,763
• Folder Categories:
  • hammer/ (4,352 images total):
    • part_1/: 2,500 images
    • part_2/: 1,852 images
  • screwdriver/ (4,495 images total):
    • part_1/: 2,500 images
    • part_2/: 1,995 images
  • wrench/ (4,174 images total):
    • part_1/: 2,500 images
    • part_2/: 1,674 images
  • pliers/: 768 images
  • toolbox/: 909 images
  • rope/: 705 images
  • gasoline_can/: 456 images
  • pebbles/: 1,228 images
  • test_data/: 676 images

Metadata Files

The root directory of this dataset contains CSV files containing labels and metadata:

• Annotated.csv
• Mechanical_Tools_labelled.csv
• hammer.csv.csv

License

License details for this dataset are unspecified.