Diverse Tools Image Dataset for Machine Learning

This dataset consists of images of various hand and power tools, specifically designed to aid in training and improving AI-based object recognition systems.

Tool recognition is a crucial component of modern machine learning applications, enabling automated identification in industrial settings, augmented reality, and inventory management. Training machine learning models on diverse tool images can help improve accuracy, especially in real-world environments where lighting conditions, angles, and backgrounds vary significantly.

This dataset contains images of multiple distinct tool types, with each tool category featuring hundreds of labeled samples captured from different perspectives.

Content:

Screwdriver AI Dataset - 853 Images
Pliers AI Dataset - 918 Images
Wrench AI Dataset - 803 Images
Hammer AI Dataset - 799 Images
Hand Saw AI Dataset - 781 Images
Electric Drill AI Dataset - 840 Images
Paint Roller AI Dataset - 533 Images
Nail AI Dataset - 675 Images
Drill Bit AI Dataset - 865 Images
Glue Gun AI Dataset - 692 Images
Voltage Tester AI Dataset - 890 Images
Axe AI Dataset - 643 Images
Tape Measure Dataset - 733 Images
Nail Gun Dataset - 691 Images
Putty Knife Dataset - 888 Images
Heat Gun Dataset - 728 Images
Level Tool Dataset - 758 Images
Paint Brush Dataset - 787 Images
Angle Grinder Dataset - 786 Images
Utility Knife Dataset - 894 Images
Soldering Iron Dataset - 904 Images
Extension Cord Dataset - 900 Images
Staple Gun Dataset - 370 Images
Digital Caliper Dataset - 617 Images
Clamp Dataset - 609 Images
Concrete Mixer Dataset - 487 Images
Ladder Dataset - 754 Images
Caulking Gun Dataset - 733 Images
Crowbar Dataset - 522 Images
Float Tool Dataset - 309 Images
Hoe Tool Dataset - 416 Images
Generator Dataset - 284 Images
Safety Helmet Dataset - 696 Images
Safety Glasses Dataset - 520 Images
Paint Spray Gun Dataset - 196 Images
Construction Earmuffs Dataset - 328 Images
Rubber Boots Dataset - 663 Images
Toolbelt Dataset - 272 Images
Respirator Mask N95 Dataset - 425 Images
Paint Respirator Dataset - 373 Images
Infrared Digital Thermometer Dataset - 363 Images
Corner Trowel Dataset - 309 Images
Fire Extinguisher Dataset - 972 Images
Plastic Bucket Dataset - 945 Images
Paint Tray Dataset - 495 Images
Masking Tape Roll Dataset - 449 Images
Safety Vest Dataset - 658 Images
Digital Torque Wrench Dataset - 270 Images
Pry Bar Dataset - 725 Images
Chisel Dataset - 963 Images
Flashlight Dataset - 956 Images
Stainless Steel Wire Brush Dataset - 912 Images
Traffic Cone Dataset - 992 Images
Jigsaw Dataset - 613 Images
Ear Plugs Dataset - 986 Images
Wheel Barrow Dataset - 930 Images
Rubber Gloves Dataset - 989 Images
Trowel Dataset - 952 Images
Measuring Wheel Dataset - 978 Images

These images can be utilized to train and evaluate AI-based tool recognition models. The dataset is structured to facilitate easy integration into machine learning pipelines, allowing users to extend it with additional tool images as needed.

README.md

@@ -1,3 +1,14 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+language:
+- en
+tags:
+- tools
+- engineering
+- image
+- munufacturing
+- AI
+pretty_name: Diverse Tools Image Dataset for Machine Learning
+size_categories:
+- 10K<n<100K
+---