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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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Publisher

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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