metadata

language:
  - en
size_categories:
  - 10K<n<100K
task_categories:
  - object-detection
pretty_name: BF Microscopy SCC Filtered
dataset_info:
  features:
    - name: image
      dtype: image
    - name: label
      dtype:
        class_label:
          names:
            '0': test
            '1': train
            '2': val
    - name: width
      dtype: int64
    - name: height
      dtype: int64
    - name: objects
      struct:
        - name: bbox
          sequence:
            sequence: float64
        - name: categories
          sequence: int64
    - name: well_edge
      dtype: bool
  splits:
    - name: train
      num_bytes: 4938750495.413194
      num_examples: 20558
    - name: validation
      num_bytes: 608027081.3190594
      num_examples: 2527
    - name: test
      num_bytes: 288591367.8835443
      num_examples: 1200
  download_size: 5795214422
  dataset_size: 5835368944.615797
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*
tags:
  - biology

Brightfield Microscopy SCC Dataset

Filtered to only contain images with no well edge visible

Dataset Description

The Brightfield Microscopy SCC Dataset contains brightfield microscopy images that have been sliced from 4K resolution images. The cells in the images are labeled with bounding boxes. This dataset is used for training unconditional diffusion models and cell detection models.

Dataset Structure

The dataset is organized into the following splits:

train: 20,558 examples
validation: 2,527 examples
test: 1,199 examples

Data Fields

image: The brightfield microscopy image (image)
label: The split the image belongs to (class label)
- 0: test
- 1: train
- 2: val
width: The width of the image (int64)
height: The height of the image (int64)
objects: A struct containing:
- bbox: A sequence of sequences representing the bounding box coordinates (float)
- categories: A sequence of integers representing the object categories (int)
well_edge: Whether this image contains elements of a microtiter plate well edge (bool)