https://github.com/akhenakh/ml-image-tile

A tool to split images in tiles in preparation for machine learning work
https://github.com/akhenakh/ml-image-tile

Last synced: 24 days ago
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A tool to split images in tiles in preparation for machine learning work

• Host: GitHub
• URL: https://github.com/akhenakh/ml-image-tile
• Owner: akhenakh
• License: mit
• Created: 2021-07-09T13:31:13.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-09-02T23:28:14.000Z (about 3 years ago)
• Last Synced: 2024-06-21T16:56:03.682Z (5 months ago)
• Language: Go
• Size: 52.7 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# ml-image-tile

A tool to split images in tiles in preparation for machine learning work

# detect-blurry

Detect blurry images

## Example

```

 ./ml-image-tile -source /Volumes/Extreme SSD/ML/Bark -dest /Volumes/Extreme SSD/ML/BarkResized -height 224 -width 224 -resize 2 -rejectBlurry true -workerCount 20

{"app":"ml-image-tile","caller":"main.go:206","fileCounter":20253,"level":"info","rejectedBlurryCounter":2348,"tileCounter":695662,"ts":"2021-08-29T01:28:25.458398Z"}

 ```

Generate validation data, by creating a randomized tile.

 ```

 ./ml-image-tile -source /Volumes/Extreme\ SSD/ML/Bark   -dest  /Volumes/Extreme\ SSD/ML/BarkValidation -height 224 -width 224 -resize 2 -validationOnly -validationTileCount 2 -rejectBlurry -workerCount 20

  {"app":"ml-image-tile","caller":"main.go:206","fileCounter":20253,"level":"info","rejectedBlurryCounter":2348,"tileCounter":40300,"ts":"2021-08-29T00:32:05.7698Z"}

 ```