PV-Multi-Defect Computer Vision Project

BowenKruse

Updated 2 months ago

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black_border
broken
hot_spot
no_electricity
scratch

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Copied from PV-Multi-Defect Github Repo

NOTE: Annotations for images img9513.jpg and img3059.jpg were missing thus they were ommited during upload.

@article{Li2023, title = {GBH-YOLOv5: Ghost Convolution with BottleneckCSP and Tiny Target Prediction Head Incorporating YOLOv5 for PV Panel Defect Detection}, shorttitle = {GBH-YOLOv5}, author = {Li, Longlong and Wang, Zhifeng and Zhang, Tingting}, year = {2023}, month = jan, journal = {Electronics}, volume = {12}, number = {3}, pages = {1--15}, publisher = {Multidisciplinary Digital Publishing Institute}, issn = {2079-9292}, doi = {10.3390/electronics12030561}, copyright = {http://creativecommons.org/licenses/by/3.0/}, }

Li, L., Wang, Z., & Zhang, T. (2023). GBH-YOLOv5: Ghost Convolution with BottleneckCSP and Tiny Target Prediction Head Incorporating YOLOv5 for PV Panel Defect Detection. Electronics, 12(3), Article 3. https://doi.org/10.3390/electronics12030561

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LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            pv-multi-defect_dataset,
                            title = { PV-Multi-Defect Dataset },
                            type = { Open Source Dataset },
                            author = { BowenKruse },
                            howpublished = { \url{ https://universe.roboflow.com/bowenkruse/pv-multi-defect } },
                            url = { https://universe.roboflow.com/bowenkruse/pv-multi-defect },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { oct },
                            note = { visited on 2024-12-22 },
                            }
                        
                    

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