SAMPLE Diverse Home Repair Tools Dataset for Machine Learning

Overview

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:
1. Screwdriver AI Dataset - 853 Images
2. Pliers AI Dataset - 918 Images
3. Wrench AI Dataset - 803 Images
4. Hammer AI Dataset - 799 Images
5. Hand Saw AI Dataset - 781 Images
6. Electric Drill AI Dataset - 840 Images
7. Paint Roller AI Dataset - 533 Images
8. Nail AI Dataset - 675 Images
9. Drill Bit AI Dataset - 865 Images
10. Glue Gun AI Dataset - 692 Images
11. Voltage Tester AI Dataset - 890 Images
12. Axe AI Dataset - 643 Images
13. Tape Measure Dataset - 733 Images
14. Nail Gun Dataset - 691 Images
15. Putty Knife Dataset - 888 Images
16. Heat Gun Dataset - 728 Images
17. Level Tool Dataset - 758 Images
18. Paint Brush Dataset - 787 Images
19. Angle Grinder Dataset - 786 Images
20. Utility Knife Dataset - 894 Images
21. Soldering Iron Dataset - 904 Images
22. Extension Cord Dataset - 900 Images
23. Staple Gun Dataset - 370 Images
24. Digital Caliper Dataset - 617 Images
25. Clamp Dataset - 609 Images
26. Concrete Mixer Dataset - 487 Images
27. Ladder Dataset - 754 Images
28. Caulking Gun Dataset - 733 Images
29. Crowbar Dataset - 522 Images
30. Float Tool Dataset - 309 Images
31. Hoe Tool Dataset - 416 Images
32. Generator Dataset - 284 Images
33. Safety Helmet Dataset - 696 Images
34. Safety Glasses Dataset - 520 Images
35. Paint Spray Gun Dataset - 196 Images
36. Construction Earmuffs Dataset - 328 Images
37. Rubber Boots Dataset - 663 Images
38. Tool belt Dataset - 272 Images
39. Respirator Mask N95 Dataset - 425 Images
40. Paint Respirator Dataset - 373 Images
41. Infrared Digital Thermometer Dataset - 363 Images
42. Corner Trowel Dataset - 309 Images
43. Fire Extinguisher Dataset - 972 Images
44. Plastic Bucket Dataset - 945 Images
45. Paint Tray Dataset - 495 Images
46. Masking Tape Roll Dataset - 449 Images
47. Safety Vest Dataset - 658 Images
48. Digital Torque Wrench Dataset - 270 Images
49. Pry Bar Dataset - 725 Images
50. Chisel Dataset - 963 Images
51. Flashlight Dataset - 956 Images
52. Stainless Steel Wire Brush Dataset - 912 Images
53. Traffic Cone Dataset - 992 Images
54. Jigsaw Dataset - 613 Images
55. Ear Plugs Dataset - 986 Images
56. Wheel Barrow Dataset - 930 Images
57. Rubber Gloves Dataset - 989 Images
58. Trowel Dataset - 952 Images
59. Measuring Wheel Dataset - 978 Images
60. File Tool Dataset - 986 Images
61. Tape Measure Dataset - 988 Images
62. Jack Hammer Dataset - 549 Images
63. LED Light Bulb Dataset - 986 Images
64. Air Compressors Dataset - 981 Images
65. Machete Dataset - 797 Images
66. Kneepads Dataset - 987 Images
67. First AID Kit Dataset - 983 Images
68. Heavy Duty Vacuum Cleaner Dataset - 962 Images
69. Tubing Cutter Dataset - 793 Images
70. Hacksaw Dataset - 968 Images
71. Utility Torch Dataset - 627 Images
72. Welding Gloves Dataset - 993 Images
73. Moisture Meter Dataset - 719 Images
74. Palm Sander Dataset - 802 Images
75. Jack Plane Dataset - 706 Images
76. Mallet Dataset - 970 Images
77. Plunger Dataset - 956 Images
78. Head Flashlight Dataset - 979 Images
79. Stud Crimper Dataset - 746 Images
80. Extension Spring Dataset - 964 Images
81. Bearing Dataset - 969 Images
82. Metal Nut Dataset - 990 Images
83. Tin Snips Dataset - 988 Images
84. Power Socket Dataset - 937 Images
85. Wirecutter Dataset - 878 Images
86. Stud Finder Dataset - 967 Images
87. Socket Wrench Dataset - 996 Images
88. Stainless Steel Washer Dataset - 989 Images
89. Ball Valve Dataset - 973 Images
90. Pipe Sealing Tape Dataset - 993 Images
91. Layout Square Dataset - 958 Images
92. Tweezers Dataset - 805 Images
93. Brick Dataset - 853 Images
94. Rake Dataset - 978 Images
95. Hose Clamp Dataset - 882 Images
96. Metal Detector Dataset - 1293 Images
97. Hex Key Wrench Dataset - 1966 Images
98. Grommet Pliers Dataset - 1222 Images
99. Hose Dataset - 1507 Images
100. Ventilation Ducts - 703 Images
101. Zip Tie Dataset - 1914 Images
102. Step Drill Bit Dataset - 1884 Images
103. Flat Drill Bit Dataset - 1885 Images
104. Ratchet Dataset - 2236 Images
105. Nut Driver Dataset - 1889 Images
106. Post Hole Digger Dataset - 131 Images
107. Spade Shovel Dataset - 711 Images
108. Tenon Saw Dataset - 1603 Images
109. Awl tool Dataset - 1465 Images
110. Ruler tool Dataset - 701 Images
111. Circular File Tool Dataset - 1934 Images
112. Anvil Tool Dataset - 528 Images
113. Car Jack Dataset - 678 Images
114. Carbine Hook Dataset - 676 Images
115. Undercut Saw Dataset - 324 Images
116. Oscillating Multi-Tool Dataset - 642 Images
117. Caster Dataset - 843 Images
118. Precision Knife Dataset - 732 Images
119. Feather Board - 213 Images
120. Feeler Gauge Dataset - 569 Images
121. Fence Pliers Dataset - 330 Images
122. Bolt Cutter Dataset - 660 Images
123. Wing Nut Dataset - 500 Images
124. Brick Tongs Dataset - 476 Images
125. Jobsite Radio Dataset - 463 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.
Samples Link:
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