Object Detection

[1750]_1_stage Computer Vision Project


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Explore Dataset

Here are a few use cases for this project:

  1. Solar Panel Inspection and Maintenance: The "[1750]_1_stage" computer vision model can be utilized for monitoring the health and efficiency of photovoltaic (PV) solar panels. It can detect various conditions, such as hotspots or defects, allowing technicians to prioritize maintenance and repair efforts.

  2. Aerial Inspections of Solar Farms: By integrating the model into aerial inspection processes using drones or satellites, it could help identify malfunctioning PV modules over large solar farms, detecting bypass diodes, multi-hotspots, and unrecognizable strings due to shadow coverage.

  3. Solar Panel Quality Control: Manufacturers of PV modules can use the model to assess the quality of solar panels during the production process to ensure they meet predefined standards, detecting potential defects and diode issues before the panel reaches customers.

  4. Solar Energy Research: Researchers working on solar energy can use the "[1750]_1_stage" computer vision model to study and analyze the factors affecting the power output of PV modules, like reflections, open PV modules, and defects, which could lead to advancements in solar tech and better energy efficiency.

  5. Insurance Claim Processing for Solar Panels: Insurance companies can use the model to automatically assess damage claims relating to solar panel systems by detecting defects, diode malfunctions or unrecognizable components due to shadows, helping them process and approve claims more efficiently and accurately.

Cite this Project

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

@misc{ -1750-_1_stage_dataset,
    title = { [1750]_1_stage Dataset },
    type = { Open Source Dataset },
    author = { 1stagedatasets },
    howpublished = { \url{ https://universe.roboflow.com/1stagedatasets-hpi9u/-1750-_1_stage } },
    url = { https://universe.roboflow.com/1stagedatasets-hpi9u/-1750-_1_stage },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { mar },
    note = { visited on 2023-12-06 },

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Last Updated

9 months ago

Project Type

Object Detection




Bypass-substring, Open_PV, PV_module, String, Unrecognizable_due_to_shadow, defect, diode, hotspot, maybe_diode_maybe_not, multi-hotspot, reflection

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CC BY 4.0