Top Flutter Machine Learning, OCR and Computer Vision packages Machine Learning is a subdomain of artificial intelligence that allows computer systems to learn from data, identify patterns and make predictions without being explicitly programmed. Its most popular application in a Flutter app is for NLP (natural language processing) & Computer Vision. NLP is a type of machine learning that deals with analyzing, understanding and generating human language. For example, text summarization, translation, etc. Whereas, Vision or computer vision, is another type of machine learning that deals with analyzing, understanding and interpreting digital images. For example, Optical character recognition (OCR), Face recognition, Pose detection, Object detection, Image to Caption generation, Edge detection, etc. Tensorflow is one of the most widely used machine learning framework and Flutter supports importing tflite models for Edge inference. The complete list of Dart and Flutter packages for Machine Learning, Deep Learning, Computer Vision and Tensorflow is provided below.
google_ml_kit
996
A Flutter plugin to use all APIs from Google's standalone ML Kit for mobile platforms.
tflite_flutter
686
TensorFlow Lite Flutter plugin provides an easy, flexible, and fast Dart API to integrate TFLite models in flutter apps across mobile and desktop platforms.
edge_detection
274
A flutter plugin to detect edges of objects, scan paper, detect corner, detect rectangle. It allows cropping of the detected object image and returns the path of the cropped image.
google_mlkit_text_recognition
240
A Flutter plugin to use Google's ML Kit Text Recognition to recognize text in any Chinese, Devanagari, Japanese, Korean and Latin character set.
google_mlkit_face_detection
202
A Flutter plugin to use Google's ML Kit Face Detection to detect faces in an image, identify key facial features, and get the contours of detected faces.
face_camera
161
A Flutter camera plugin that detects faces in real-time. In addition it can capture automatically once a face is detected, This can be handy while taking a selfie during kyc.
flutter_tesseract_ocr
161
Tesseract 4 adds a new neural net (LSTM) based OCR engine which is focused on line recognition. It has unicode (UTF-8) support, and can recognize more than 100 languages.
google_ml_vision
126
Flutter plugin for Google ML Kit on-device vision apis. It includes barcode scanning, image labeling, text recognition and face detection.
pytorch_mobile
107
A flutter plugin for pytorch model inference. Supports image models as well as custom models.
flutter_camera_ml_vision
105
A flutter widget that show the camera stream and allow ML vision recognition on it, it allow you to detect barcodes, labels, text, faces...
flutter_scalable_ocr
87
Flutter scalable OCR package is a wrapper around google_mlkit_text_recognition where you can partialy select part of camera which text will be processed of.
flutter_vision
82
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.
tesseract_ocr
79
Tesseract 4 adds a new neural net (LSTM) based OCR engine which is focused on line recognition. It has unicode (UTF-8) support, and can recognize more than 100 languages.
tflite_audio
67
Audio classification Tflite package for flutter (iOS & Android). Can support Google Teachable Machine models.
google_mlkit_object_detection
55
A Flutter plugin to use Google's ML Kit Object Detection and Tracking to detect and track objects in an image or live camera feed.
google_mlkit_pose_detection
49
A Flutter plugin to use Google's ML Kit Pose Detection to detect the pose of a subject's body in real time from a continuous video or static image.
flutter_mobile_vision_2
48
Flutter implementation for Google Mobile Vision. Scan Barcodes, Recognize Text and Detect Faces.
m7_livelyness_detection
45
A single function package to detect weather the face visible in the camera is a live face or not.
google_mlkit_image_labeling
41
A Flutter plugin to use Google's ML Kit Image Labeling to detect and extract information about entities in an image across a broad group of categories.
flutter_piano_audio_detection
41
Flutter plug-in for Piano Audio Detection. Can recognize the piano sound in real time using Google Magenta tflite model.
body_detection
40
A flutter plugin that uses MLKit on iOS/Android platforms to enable body pose and mask detection using Pose Detection and Selfie Segmentation APIs for both static images and live camera stream.
flutter_nanonets_ocr
38
A package for using Nanonets OCR api calls easily in the flutter application without having to write long code to implement it manually.
google_mlkit_translation
37
A Flutter plugin to use Google's ML Kit On-Device Translation to dynamically translate text between more than 50 languages.
google_vision
34
Allows you to add Google Visions image labeling, face, logo, and landmark detection, OCR, and detection of explicit content, into applications.
dart_sentiment
34
Dart Sentiment is a dart module that uses the AFINN-165 wordlist and Emoji Sentiment Ranking to perform sentiment analysis on arbitrary blocks of input text.
eneural_net
33
AI Library to create efficient Artificial Neural Networks. Computation uses SIMD (Single Instruction Multiple Data) to improve performance.
onnxruntime
32
Flutter plugin for OnnxRuntime provides an easy, flexible, and fast Dart API to integrate Onnx models in flutter apps across mobile and desktop platforms.
learning_digital_ink_recognition
29
The easy way to use ML Kit for digital ink recognition in Flutter.
firebase_mlkit_language
28
Firebase ML Kit Language Plugin for Flutter, enables Language Detection and Translation between 59 Languages
flutter_nude_detector
23
Detect explicit content in images easily with flutter_nude_detector, a powerful Flutter package leveraging advanced machine learning for safer user experience.
sentiment_dart
17
Sentiment Dart is a dart module that uses the AFINN-165 wordlist to perform sentiment analysis on arbitrary blocks of text
huawei_ml_body
15
Huawei ML Kit Body Plugin for Flutter. Provides capabilities like face recognition, liveness & skeleton detection.