diff --git a/screwdetectclassification/README.dataset.txt b/screwdetectclassification/README.dataset.txt new file mode 100644 index 0000000000000000000000000000000000000000..22d3cb785f88ddeb83756b63af174e80f4c5ce70 --- /dev/null +++ b/screwdetectclassification/README.dataset.txt @@ -0,0 +1,59 @@ +# screwdetectclassification-xrrbi-hkwlh-lybq > 2025-03-13 6:48am +https://universe.roboflow.com/rf-100-vl/screwdetectclassification-xrrbi-hkwlh-lybq + +Provided by a Roboflow user +License: MIT + +# Overview +- [Introduction](#introduction) +- [Object Classes](#object-classes) + - [Hex Washer Screw](#hex-washer-screw) + - [Hexagonal Bolt](#hexagonal-bolt) + - [Philips Screw](#philips-screw) + - [Pozidriv Screw](#pozidriv-screw) + - [Torx Screw](#torx-screw) + +# Introduction +This dataset is used for object detection of various types of screws and bolts. The goal is to accurately annotate each instance of the following classes: Hex Washer Screw, Hexagonal Bolt, Philips Screw, Pozidriv Screw, and Torx Screw. Each class represents a distinct type of fastener with unique characteristics. + +# Object Classes + +## Hex Washer Screw +### Description +A Hex Washer Screw is identifiable by its hexagonal head and integrated washer underneath. It is primarily used in exterior applications. + +### Instructions +- Annotate the entire head of the screw, ensuring the hexagonal shape and washer are included. +- Do not label if only the shaft is visible without the head. + +## Hexagonal Bolt +### Description +The Hexagonal Bolt features a prominent six-sided head. Unlike screws, bolts do not have a washer face. + +### Instructions +- Annotate the entire head making sure to capture the distinctly thick, flat hexagonal sides. +- Avoid annotation of bolts if they appear worn to the extent of losing their shape. + +## Philips Screw +### Description +A Philips Screw has a cross-shaped recess in the head, allowing for better grip of screwdrivers. + +### Instructions +- Focus on the recessed cross pattern when annotating. +- Do not annotate if the cross is obscured or not visible. + +## Pozidriv Screw +### Description +The Pozidriv Screw is similar to the Philips Screw but features additional notches that increase driving stability. + +### Instructions +- Ensure both the cross and the notches are clearly visible and included in the annotation. +- Avoid labeling if the notches cannot be distinguished. + +## Torx Screw +### Description +Torx Screws possess a star-shaped head with six rounded lobes, designed to prevent slippage. + +### Instructions +- Annotate capturing the star pattern clearly. +- Do not annotate if the lobes are indistinct or worn down beyond recognition. \ No newline at end of file diff --git a/screwdetectclassification/README.roboflow.txt b/screwdetectclassification/README.roboflow.txt new file mode 100644 index 0000000000000000000000000000000000000000..135c8d5f147423eea250028591848dc3d8353691 --- /dev/null +++ b/screwdetectclassification/README.roboflow.txt @@ -0,0 +1,27 @@ + +screwdetectclassification-xrrbi-hkwlh-lybq - v1 2025-03-13 6:48am +============================== + +This dataset was exported via roboflow.com on March 14, 2025 at 5:22 AM GMT + +Roboflow is an end-to-end computer vision platform that helps you +* collaborate with your team on computer vision projects +* collect & organize images +* understand and search unstructured image data +* annotate, and create datasets +* export, train, and deploy computer vision models +* use active learning to improve your dataset over time + +For state of the 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