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deeppcb/README.dataset.txt

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+# deeppcb-4dhir-cudbt-zlst > 2025-03-13 2:54pm
+https://universe.roboflow.com/rf-100-vl/deeppcb-4dhir-cudbt-zlst
+
+Provided by a Roboflow user
+License: MIT
+
+# Overview
+
+- [Introduction](#introduction)
+- [Object Classes](#object-classes)
+  - [Copper](#copper)
+  - [Mousebite](#mousebite)
+  - [Open](#open)
+  - [Pin-hole](#pin-hole)
+  - [Short](#short)
+  - [Spur](#spur)
+
+# Introduction
+
+This dataset focuses on identifying and annotating various defects and features in printed circuit boards (PCB). The goal is to accurately detect and label different types of anomalies and components that can affect the functionality of PCBs. The dataset contains the following classes:
+
+- **Copper**: Irregularities in the copper layer.
+- **Mousebite**: Small, jagged gaps along the edges.
+- **Open**: Breaks in the circuit path.
+- **Pin-hole**: Tiny perforations on the surface.
+- **Short**: Unintended connections between traces.
+- **Spur**: Unwanted protrusions from traces.
+
+# Object Classes
+
+## Copper
+
+### Description
+Copper anomalies are irregular shapes, typically darker than the surrounding area, indicative of issues in the copper layer.
+
+### Instructions
+Annotate the full extent of the irregular dark shapes within the circuit paths. Do not label shadows or reflections that resemble copper anomalies.
+
+## Mousebite
+
+### Description
+Mousebites appear as small, jagged gaps along the otherwise smooth edge of the circuit paths.
+
+### Instructions
+Identify and annotate jagged disruptions along the edges. These should be distinct from regular edge smoothness. Do not mark regular wear or smooth curves as mousebites.
+
+## Short
+
+### Description
+Shots are clear separations in the circuit path, appearing as breaks.
+
+### Instructions
+Annotate the entire gap visible in the circuit path. Ensure that the separation is clearly an open and not a thin trace. Do not label small gaps that are not short open faults.
+
+## Pin-hole
+
+### Description
+Pin-holes are tiny, circular or oval perforations on the surface.
+
+### Instructions
+Find and mark the small circular voids. Make sure they are not merely surface marks but actual holes.
+
+## Open
+
+### Description
+Opens are unintended connections between circuit paths, typically creating a bridge.
+
+### Instructions
+Annotate the connection line that bridges two separate traces. Make sure that the connection is unintentional and not part of the design.
+
+## Spur
+
+### Description
+Spurs are unwanted protrusions from the main circuit trace.
+
+### Instructions
+Identify and mark the protruding lines or extensions that deviate from the main trace. These should not follow the usual trace paths and must be seen as unintended additions.

deeppcb/README.roboflow.txt

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+
+deeppcb-4dhir-cudbt-zlst - v2 2025-03-13 2:54pm
+==============================
+
+This dataset was exported via roboflow.com on March 14, 2025 at 3:06 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 1500 images.
+Deeppcb-4dhir-cudbt-zlst are annotated in COCO format.
+
+The following pre-processing was applied to each image:
+
+No image augmentation techniques were applied.
+
+