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screwdetectclassification/README.dataset.txt

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+# 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.

screwdetectclassification/README.roboflow.txt

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+
+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 art Computer Vision training notebooks you can use with this dataset,
+visit https://github.com/roboflow/notebooks
+
+To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
+
+The dataset includes 370 images.
+Screwdetectclassification-xrrbi-hkwlh-lybq are annotated in COCO format.
+
+The following pre-processing was applied to each image:
+
+No image augmentation techniques were applied.
+
+

screwdetectclassification/test/_annotations.coco.json

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