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
952
A Flutter plugin to use all APIs from Google's standalone ML Kit for mobile platforms.
tflite_flutter
647
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
263
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
222
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
176
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.
flutter_tesseract_ocr
152
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.
face_camera
145
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.
google_ml_vision
122
Flutter plugin for Google ML Kit on-device vision apis. It includes barcode scanning, image labeling, text recognition and face detection.
flutter_camera_ml_vision
104
A flutter widget that show the camera stream and allow ML vision recognition on it, it allow you to detect barcodes, labels, text, faces...
pytorch_mobile
101
A flutter plugin for pytorch model inference. Supports image models as well as custom models.
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.
flutter_scalable_ocr
77
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
74
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.
tflite_audio
66
Audio classification Tflite package for flutter (iOS & Android). Can support Google Teachable Machine models.
google_mlkit_object_detection
50
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.
flutter_mobile_vision_2
46
Flutter implementation for Google Mobile Vision. Scan Barcodes, Recognize Text and Detect Faces.
google_mlkit_pose_detection
45
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.
body_detection
39
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.
m7_livelyness_detection
38
A single function package to detect weather the face visible in the camera is a live face or not.
flutter_piano_audio_detection
38
Flutter plug-in for Piano Audio Detection. Can recognize the piano sound in real time using Google Magenta tflite model.
google_mlkit_image_labeling
37
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.
google_mlkit_translation
36
A Flutter plugin to use Google's ML Kit On-Device Translation to dynamically translate text between more than 50 languages.
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.
google_vision
32
Allows you to add Google Visions image labeling, face, logo, and landmark detection, OCR, and detection of explicit content, into applications.
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
onnxruntime
27
Flutter plugin for OnnxRuntime provides an easy, flexible, and fast Dart API to integrate Onnx models in flutter apps across mobile and desktop platforms.
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.