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license: mit
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# baseball-detection-2 > 2023-06-02 3:09pm
https://universe.roboflow.com/pitchtracking/baseball-detection-2

Provided by a Roboflow user
License: CC BY 4.0


baseball-detection-2 - v4 2023-06-02 3:09pm
==============================

This dataset was exported via roboflow.com on April 20, 2024 at 4:56 PM GMT

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The dataset includes 4153 images.
Baseballs are annotated in YOLOv9 format.

The following pre-processing was applied to each image:
* Auto-orientation of pixel data (with EXIF-orientation stripping)
* Resize to 640x640 (Stretch)
* Auto-contrast via adaptive equalization

The following augmentation was applied to create 2 versions of each source image:
* Randomly crop between 0 and 15 percent of the image
* Random brigthness adjustment of between -25 and +25 percent
* Random exposure adjustment of between -9 and +9 percent
* Salt and pepper noise was applied to 5 percent of pixels