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rf-zero

Object Detection

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rf-zero Computer Vision Project

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Roboflow Zero (rf-zero) is an LMM evaluation dataset. You can use Roboflow Zero to evaluate LMMs across a range of different image types. This dataset features one image from the seven main categories in Roboflow 100:

  1. Aerial imagery
  2. Video games
  3. Microscopic data
  4. Underwater
  5. Documents
  6. Electromagnetic readings
  7. Common, real-world objects

We have also added images that relate to:

  1. Manufacturing
  2. Rail
  3. Security cameras
  4. Retail
  5. Pharmaceuticals (for use in pill counting)

You can use the images in Roboflow Zero with your own prompts to evaluate LMMs across a wide range of data. You can also use images in Roboflow Zero with the prompts associated with each image that we run for our LMM analyses. We publish LMM analyses on the Roboflow blog.

Cite This Project

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

@misc{
                            rf-zero_dataset,
                            title = { rf-zero Dataset },
                            type = { Open Source Dataset },
                            author = { Roboflow },
                            howpublished = { \url{ https://universe.roboflow.com/roboflow-gw7yv/rf-zero } },
                            url = { https://universe.roboflow.com/roboflow-gw7yv/rf-zero },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { dec },
                            note = { visited on 2024-05-03 },
                            }

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Source

Roboflow

Last Updated

5 months ago

Project Type

Object Detection

Subject

objects-uedw

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Classes

Cell Cell-Multi No-Anomaly Shadowing Unclassified avatar barcode crack forklift gloves helmet ladder paragraph person pipe red-blood-cell safety vest section smoke table traffic cone wall-crack white-blood-cell wooden pallet
Object Detection