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Plugin for managing Yolov5, Yolov8 and Tesseract v5 accessing with TensorFlow Lite 2.x. Support object detection, segmentation and OCR on Android. iOS, Working in progress.

1.1.4 #

  • Resolved the YoloV8 output bug and made updates to the latest version. Please find the latest release on the Ultralytics YOLOv8 0.181 GitHub repository

1.1.3 #

  • Release of segmentation feature via YOLOv8.
  • Updated example code.
  • Updated README.

1.1.2 #

  • GPU delegation error has been fixed.
  • Coordinate representation of the box in documentation was fixed.
  • Switching between models now are supported.
  • Added quantization option for more efficient models at the cost of some precision.

1.1.1 #

  • Bounding box error has been fixed.
  • Confidence scores for Yolov8 has been fixed.

1.1.0 #

  • loadOcrModel, ocrOnFrame, and closeOcrModel have been removed. Instead, Yolo and Tesseract operate independently of each other.
  • Models no longer returns responseHandler as output. Instead, it returns a List<Map<String, dynamic>>.
  • The Tesseract model has been updated to version 5.0.0, resulting in improved accuracy.
  • New methods have been added: loadYoloModel, yoloOnFrame, yoloOnImage, closeYoloModel, loadTesseractModel, tesseractOnImage, and closeTesseractModel.
  • Support is now available for both Yolov5 and Yolov8.
  • Resource management has been improved, and all models now operate in the background.

1.0.0 #

  • Methods for Yolov5 now is available (loadYoloModel, yoloOnFrame, closeYoloModel).
  • Yolov5 and OCR model now is independent one to each other.

0.0.2 #

  • best parameter has been removed

0.0.1 #

  • Initial release.
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verified publisheryurihuallpa.com

Plugin for managing Yolov5, Yolov8 and Tesseract v5 accessing with TensorFlow Lite 2.x. Support object detection, segmentation and OCR on Android. iOS, Working in progress.

Repository (GitHub)
View/report issues

Documentation

API reference

License

MIT (LICENSE)

Dependencies

flutter, path, path_provider

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