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AIHelper is a Flutter package for simplifying TensorFlow Lite model integration. It provides utilities to load TFLite models, manage labels, preprocess input data, and perform AI-based inference seam [...]

90/ 160
pub points
38
downloads

We analyzed this package 44 hours ago, and awarded it 90 pub points (of a possible 160):

Failed report section
Follow Dart file conventions
20 / 30trigger folding of the section

Failed check 0/10 points: Provide a valid pubspec.yaml

The package description is too long.

Search engines display only the first part of the description. Try to keep the value of the description field in your package's pubspec.yaml file between 60 and 180 characters.

  • pubspec.yaml doesn't have a homepage entry.

  • pubspec.yaml doesn't have a repository entry.

Passed check 5/5 points: Provide a valid README.md

Passed check 5/5 points: Provide a valid CHANGELOG.md

Passed check 10/10 points: Use an OSI-approved license

Detected license: MIT.

Failed report section
Provide documentation
10 / 20trigger folding of the section

Passed check 10/10 points: 20% or more of the public API has dartdoc comments

5 out of 12 API elements (41.7 %) have documentation comments.

Some symbols that are missing documentation: ai_helper, example, example.AIHelperDemo, example.AIHelperDemo.AIHelperDemo.new, example.MyApp.

Failed check 0/10 points: Package has an example

No example found.

See package layout guidelines on how to add an example.

Failed report section
Platform support
20 / 20trigger folding of the section

Passed check 20/20 points: Supports 3 of 6 possible platforms (iOS, Android, Web, Windows, macOS, Linux)

  • ✓ Android

  • ✓ iOS

  • ✓ Linux

These platforms are not supported:

Package does not support platform `Windows`.

Because:

  • package:ai_helper/ai_helper.dart that imports:
  • package:tflite_flutter/tflite_flutter.dart that declares support for platforms: Android, iOS, Linux.
Package does not support platform `macOS`.

Because:

  • package:ai_helper/ai_helper.dart that imports:
  • package:tflite_flutter/tflite_flutter.dart that declares support for platforms: Android, iOS, Linux.
Package does not support platform `Web`.

Because:

  • package:ai_helper/ai_helper.dart that imports:
  • package:tflite_flutter/tflite_flutter.dart that declares support for platforms: Android, iOS, Linux.

Failed check 0/0 points: WASM compatibility

Package not compatible with runtime wasm

Because:

  • package:ai_helper/ai_helper.dart that imports:
  • package:tflite_flutter/tflite_flutter.dart that imports:
  • package:tflite_flutter/src/util/byte_conversion_utils.dart that imports:
  • package:tflite_flutter/src/bindings/types.dart that imports:
  • package:ffi/ffi.dart that imports:
  • package:ffi/src/utf16.dart that imports:
  • dart:ffi

This package is not compatible with runtime wasm, and will not be rewarded full points in a future version of the scoring model.

See https://dart.cn/web/wasm for details.

Failed report section
Pass static analysis
30 / 50trigger folding of the section

Failed check 30/50 points: code has no errors, warnings, lints, or formatting issues

Found 5 issues. Showing the first 2:

WARNING: Unused import: 'dart:typed_data'.

lib/ai_helper.dart:4:8

  ╷
4 │ import 'dart:typed_data';
  │        ^^^^^^^^^^^^^^^^^
  ╵

To reproduce make sure you are using the lints_core and run flutter analyze lib/ai_helper.dart

INFO: Don't invoke 'print' in production code.

lib/ai_helper.dart:25:7

   ╷
25 │       print('Model loaded successfully!');
   │       ^^^^^
   ╵

To reproduce make sure you are using the lints_core and run flutter analyze lib/ai_helper.dart

Failed report section
Support up-to-date dependencies
10 / 40trigger folding of the section

Failed check 0/10 points: All of the package dependencies are supported in the latest version

Package Constraint Compatible Latest Notes
image ^3.0.2 3.3.0 4.5.4
image_picker any 1.2.0 1.2.0
tflite_flutter ^0.9.0 0.9.1 0.11.0
tflite_flutter_helper ^0.3.0 0.3.1 0.3.1 Discontinued
Transitive dependencies
Package Constraint Compatible Latest Notes
archive - 3.6.1 4.0.7
async - 2.13.0 2.13.0
boolean_selector - 2.1.2 2.1.2
camera - 0.9.8+1 0.11.2
camera_android - 0.9.8+3 0.10.10+10
camera_avfoundation - 0.9.22+1 0.9.22+1
camera_platform_interface - 2.11.0 2.11.0
camera_web - 0.2.1+6 0.3.5
characters - 1.4.0 1.4.1
collection - 1.19.1 1.19.1
cross_file - 0.3.4+2 0.3.4+2
crypto - 3.0.6 3.0.6
ffi - 1.2.1 2.1.4
file_selector_linux - 0.9.3+2 0.9.3+2
file_selector_macos - 0.9.4+5 0.9.4+5
file_selector_platform_interface - 2.6.2 2.6.2
file_selector_windows - 0.9.3+4 0.9.3+4
flutter_plugin_android_lifecycle - 2.0.32 2.0.32
http - 1.5.0 1.5.0
http_parser - 4.1.2 4.1.2
image_picker_android - 0.8.13+5 0.8.13+5
image_picker_for_web - 3.1.0 3.1.0
image_picker_ios - 0.8.13+1 0.8.13+1
image_picker_linux - 0.2.2 0.2.2
image_picker_macos - 0.2.2+1 0.2.2+1
image_picker_platform_interface - 2.11.0 2.11.0
image_picker_windows - 0.2.2 0.2.2
matcher - 0.12.17 0.12.17
material_color_utilities - 0.11.1 0.13.0
meta - 1.16.0 1.17.0
mime - 2.0.0 2.0.0
path - 1.9.1 1.9.1
path_provider - 2.0.15 2.1.5
path_provider_android - 2.2.20 2.2.20
path_provider_foundation - 2.4.3 2.4.3
path_provider_linux - 2.2.1 2.2.1
path_provider_platform_interface - 2.1.2 2.1.2
path_provider_windows - 2.0.7 2.3.0
petitparser - 7.0.1 7.0.1
platform - 3.1.6 3.1.6
plugin_platform_interface - 2.1.8 2.1.8
quiver - 3.2.2 3.2.2
source_span - 1.10.1 1.10.1
stack_trace - 1.12.1 1.12.1
stream_channel - 2.1.4 2.1.4
stream_transform - 2.1.1 2.1.1
string_scanner - 1.4.1 1.4.1
term_glyph - 1.2.2 1.2.2
test_api - 0.7.7 0.7.7
tuple - 2.0.2 2.0.2
typed_data - 1.4.0 1.4.0
vector_math - 2.2.0 2.2.0
web - 1.1.1 1.1.1
win32 - 2.6.1 5.15.0
xdg_directories - 1.1.0 1.1.0
xml - 6.6.1 6.6.1

To reproduce run dart pub outdated --no-dev-dependencies --up-to-date --no-dependency-overrides.

Found 3 issues. Showing the first 2:

The constraint `^3.0.2` on image does not support the stable version `4.0.0`.

Try running dart pub upgrade --major-versions image to update the constraint.

The constraint `^0.9.0` on tflite_flutter does not support the stable version `0.10.0`.

Try running dart pub upgrade --major-versions tflite_flutter to update the constraint.

Passed check 10/10 points: Package supports latest stable Dart and Flutter SDKs

Failed check 0/20 points: Compatible with dependency constraint lower bounds

downgrade analysis failed failed with 1 error:

  • UNDEFINED_METHOD - lib/example.dart:47:38 - The method 'pickImage' isn't defined for the type 'ImagePicker'.

Run flutter pub downgrade and then flutter analyze to reproduce the above problem.

You may run dart pub upgrade --tighten to update your dependency constraints, see dart.dev/go/downgrade-testing for details.

Analyzed with Pana 0.22.24, Flutter 3.35.5, Dart 3.9.2.

Check the analysis log for details.

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90
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38
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AIHelper is a Flutter package for simplifying TensorFlow Lite model integration. It provides utilities to load TFLite models, manage labels, preprocess input data, and perform AI-based inference seamlessly in mobile applications.

Documentation

API reference

License

MIT (license)

Dependencies

flutter, image, image_picker, tflite_flutter, tflite_flutter_helper

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Packages that depend on ai_helper