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Datasets:
Libre-YOLO
/
circuit-elements

Tasks:
Object Detection
Size:
1K<n<10K
ArXiv:
Tags:
roboflow
roboflow-100
rf100
yolo
libreyolo
real-world
License:
Dataset card Files
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Upload circuit-elements from RF100

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README.dataset.txt ADDED
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+ # circuit elements > release-640
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+ https://universe.roboflow.com/roboflow-100/circuit-elements
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+
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+ Provided by a Roboflow user
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+ License: CC BY 4.0
6
+
7
+ This dataset was originally created by [Monika Patel, Kartik Attri, Aniket Dhanotia, Divyam Jha, Pankaj, kanchan, Ujjwal Sharma, Garvita Vijay, Aniket Choudhary, Pearl Rathour, Roshni Ghai, Kavya Shukla, Preeti Sharma, Ananya Kharayat, Krishna Gambhir, Lav Naruka, Kas, Sejal, Tejasvi Singh, Ayush Sahu, Pri, Aniket Dhanotia, and Devansh Shrivastava](https://universe.roboflow.com/new-workspace-rzrja/). To see the current project, which may have been updated since this version, please go here: https://universe.roboflow.com/new-workspace-rzrja/pcb-2.0.
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+
9
+ This dataset is part of [RF100](https://rf100.org), an [Intel-sponsored](https://www.intel.com/) initiative to create a new object detection benchmark for model generalizability.
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+
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+ Access the RF100 Github repo: https://github.com/roboflow-ai/roboflow-100-benchmark
README.md ADDED
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+ ---
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+ license: cc-by-4.0
3
+ task_categories:
4
+ - object-detection
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+ tags:
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+ - roboflow
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+ - roboflow-100
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+ - rf100
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+ - yolo
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+ - libreyolo
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+ - real-world
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+ - computer-vision
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+ - bounding-box
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+ pretty_name: "Circuit Elements"
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+ size_categories:
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+ - 1K<n<10K
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+ dataset_info:
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+ features:
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+ - name: image
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+ dtype: image
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+ - name: label
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+ dtype: string
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+ splits:
24
+ - name: train
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+ num_examples: 672
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+ - name: validation
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+ num_examples: 64
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+ - name: test
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+ num_examples: 36
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+ ---
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+
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+ # Circuit Elements
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+
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+ This dataset is part of the **Roboflow 100** benchmark, a diverse collection of 100 object detection datasets spanning 7 imagery domains.
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+
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+ ## Dataset Description
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+
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+ - **Source:** [Roboflow 100](https://github.com/roboflow/roboflow-100-benchmark)
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+ - **Category:** Real World
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+ - **License:** CC-BY-4.0
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+ - **Format:** YOLO (LibreYOLO compatible)
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+ - **Mirrored on:** 2026-01-20
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+
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+ ## Dataset Statistics
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+
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+ | Split | Images |
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+ |-------|--------|
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+ | Train | 672 |
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+ | Validation | 64 |
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+ | Test | 36 |
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+ | **Total** | **772** |
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+
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+ ## Classes (45)
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+
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+ - Battery
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+ - Button
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+ - Buzzer
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+ - Capacitor Jumper
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+ - Capacitor Network
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+ - Capacitor
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+ - Clock
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+ - Conductor
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+ - Connector
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+ - Diode
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+ - Display
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+ - EM
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+ - Electrolytic Capacitor
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+ - Electrolytic capacitor
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+ - Ferrite Bead
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+ - Filter
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+ - Flex Cable
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+ - Fuse
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+ - Heatsink
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+ - IC
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+ - Indicator
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+ - Inductor
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+ - Jumper
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+ - Led
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+ - PS
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+ - Pads
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+ - Pins
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+ - Potentiometer
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+ - RC
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+ - RP
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+ - Resistance
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+ - Resistor Jumper
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+ - Resistor Network
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+ - Resistor
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+ - Resistort
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+ - Ressistor
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+ - SK
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+ - Switch
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+ - Test Point
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+ - Transducer
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+ - Transformer
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+ - Transistor
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+ - Unknown Unlabeled
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+ - Zener Diode
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+ - coil
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+
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+ ## Usage
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+
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+ ### With LibreYOLO
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+
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+ ```python
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+ from libreyolo import LIBREYOLO
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+
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+ # Load a model
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+ model = LIBREYOLO(model_path="libreyoloXnano.pt")
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+
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+ # Train on this dataset
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+ model.train(data='path/to/data.yaml', epochs=100)
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+ ```
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+
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+ ### Download from HuggingFace
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+
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+ ```python
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+ from huggingface_hub import snapshot_download
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+
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+ # Download the dataset
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+ snapshot_download(
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+ repo_id="Libre-YOLO/circuit-elements",
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+ repo_type="dataset",
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+ local_dir="./circuit-elements"
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+ )
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+ ```
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+
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+ ## Directory Structure
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+
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+ ```
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+ circuit-elements/
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+ ├── data.yaml # Dataset configuration
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+ ├── README.md # This file
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+ ├── train/
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+ │ ├── images/ # Training images
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+ │ └── labels/ # Training labels (YOLO format)
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+ ├── valid/
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+ │ ├── images/ # Validation images
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+ │ └── labels/ # Validation labels
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+ └── test/
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+ ├── images/ # Test images (if available)
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+ └── labels/ # Test labels
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+ ```
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+
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+ ## Label Format
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+
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+ Labels are in YOLO format (one `.txt` file per image):
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+ ```
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+ <class_id> <x_center> <y_center> <width> <height>
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+ ```
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+ All coordinates are normalized to [0, 1].
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+
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+ ## Citation
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+
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+ If you use this dataset, please cite the Roboflow 100 benchmark:
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+
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+ ```bibtex
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+ @misc{rf100_2022,
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+ Author = {Floriana Ciaglia and Francesco Saverio Zuppichini and Paul Guerrie and Mark McQuade and Jacob Solawetz},
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+ Title = {Roboflow 100: A Rich, Multi-Domain Object Detection Benchmark},
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+ Year = {2022},
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+ Eprint = {arXiv:2211.13523},
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+ }
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+ ```
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+
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+ ## License
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+
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+ This dataset is released under the **CC-BY-4.0** license.
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+ Please check the original source for any additional terms.
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+
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+ ## Acknowledgments
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+
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+ - Original dataset from [Roboflow Universe](https://universe.roboflow.com/roboflow-100/circuit-elements)
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+ - Part of the [Roboflow 100 Benchmark](https://www.rf100.org/)
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+ - Sponsored by Intel
README.roboflow.txt ADDED
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+
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+ circuit elements - v1 release-640
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+ ==============================
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+
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+ This dataset was exported via roboflow.com on February 28, 2023 at 7:14 PM GMT
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+
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+ Roboflow is an end-to-end computer vision platform that helps you
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+ * collaborate with your team on computer vision projects
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+ * collect & organize images
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+ * understand and search unstructured image data
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+ * annotate, and create datasets
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+ * export, train, and deploy computer vision models
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+ * use active learning to improve your dataset over time
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+
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+ For state of the art Computer Vision training notebooks you can use with this dataset,
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+ visit https://github.com/roboflow/notebooks
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+
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+ To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
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+
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+ The dataset includes 772 images.
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+ Circuit are annotated in YOLOv8 format.
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+
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+ The following pre-processing was applied to each image:
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+ * Auto-orientation of pixel data (with EXIF-orientation stripping)
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+ * Resize to 640x640 (Stretch)
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+
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+ No image augmentation techniques were applied.
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+
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+
data.yaml ADDED
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+ names:
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+ - Battery
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+ - Button
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+ - Buzzer
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+ - Capacitor Jumper
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+ - Capacitor Network
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+ - Capacitor
8
+ - Clock
9
+ - Conductor
10
+ - Connector
11
+ - Diode
12
+ - Display
13
+ - EM
14
+ - Electrolytic Capacitor
15
+ - Electrolytic capacitor
16
+ - Ferrite Bead
17
+ - Filter
18
+ - Flex Cable
19
+ - Fuse
20
+ - Heatsink
21
+ - IC
22
+ - Indicator
23
+ - Inductor
24
+ - Jumper
25
+ - Led
26
+ - PS
27
+ - Pads
28
+ - Pins
29
+ - Potentiometer
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+ - RC
31
+ - RP
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+ - Resistance
33
+ - Resistor Jumper
34
+ - Resistor Network
35
+ - Resistor
36
+ - Resistort
37
+ - Ressistor
38
+ - SK
39
+ - Switch
40
+ - Test Point
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+ - Transducer
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+ - Transformer
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+ - Transistor
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+ - Unknown Unlabeled
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+ - Zener Diode
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+ - coil
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+ nc: 45
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+ path: .
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+ roboflow:
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+ license: CC BY 4.0
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+ project: circuit-elements
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+ url: https://universe.roboflow.com/roboflow-100/circuit-elements/dataset/1
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+ version: 1
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+ workspace: roboflow-100
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+ test: test/images
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+ train: train/images
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+ val: valid/images
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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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