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Machine Learning, OCR & Computer Vision · Rankings

Category ranking: Machine Learning, OCR & Computer Vision. Compare eligible packages by release recency, usage, quality and recognition.

Generated: (UTC+8)Algorithm: v227 packagesEligible candidates: 27

Compiled by: Ducafecat · Data sources: pub.dev / GitHub

Ranking rules

Eligibility: release ≤365 days, Pub checked ≤7 days, downloads ≥100, Pub Points ≥100; confirmed archived repositories excluded. Base score: recency 40%, usage 35%, quality 15%, recognition 10%. Category score = base + recent bonus + potential bonus (up to 106). Recent bonus: age ≤30 days, 3 × (1 − age/30). Potential bonus: age ≤90 days, Points ≥130, downloads ≤10,000, +3. Rank and age are frozen at generation time; at most 50 entries, ordered by the published category rank.

Machine Learning, OCR & Computer Vision · Rankings · 27 packages
RankPackagesCategory scoreBase scoreRecent bonusPotential bonusVersion publishedDays since release30-day downloadsPub pointsLikesRelease recency (40%)Usage (35%)Pub quality (15%)Recognition (10%)Pub metrics checkedSource repositoryRepository stars (not scored)Repository pushed (not scored)Repository checkedArchivedDetails
1google_mlkit_text_recognitionv1.0.3

A Flutter plugin to use Google's ML Kit Text Recognition to recognize text in any Chinese, Devanagari, Japanese, Korean and Latin character set.

AndroidiOS
96.193.42.802387,000160 / 16041398.193.110065.4Nov 15, 2026, 4:04 PM (UTC+8)flutter-ml/google_ml_kit_flutter (Shared repository)1,279Sep 15, 2026, 5:43 AM—Not archivedDetailspub.dev ↗
2google_mlkit_commonsv1.0.3

A Flutter plugin with commons files to implement google's standalone ml kit made for mobile platform.

AndroidiOS
9592.22.802679,000160 / 1603898.197.210039.8Nov 15, 2026, 4:04 PM (UTC+8)flutter-ml/google_ml_kit_flutter (Shared repository)1,279Sep 15, 2026, 5:43 AM—Not archivedDetailspub.dev ↗
3google_mlkit_face_detectionv1.0.3

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.

AndroidiOS
93.390.62.802141,000160 / 16033098.185.810063Nov 15, 2026, 4:04 PM (UTC+8)flutter-ml/google_ml_kit_flutter (Shared repository)1,279Sep 15, 2026, 5:43 AM—Not archivedDetailspub.dev ↗
4google_mlkit_translationv1.0.3

A Flutter plugin to use Google's ML Kit On-Device Translation to dynamically translate text between more than 50 languages.

AndroidiOS
89.286.52.80252,700160 / 1607498.178.710046.9Nov 15, 2026, 4:04 PM (UTC+8)flutter-ml/google_ml_kit_flutter (Shared repository)1,279Sep 15, 2026, 5:43 AM—Not archivedDetailspub.dev ↗
5google_ml_kitv1.0.3

A Flutter plugin to use all APIs from Google's standalone ML Kit for mobile platforms.

AndroidiOS
88.8832.8324,090160 / 1601,21098.160.210077.1Nov 15, 2026, 4:04 PM (UTC+8)flutter-ml/google_ml_kit_flutter (Shared repository)1,279Sep 15, 2026, 5:43 AM—Not archivedDetailspub.dev ↗
6google_mlkit_pose_detectionv1.0.3

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.

AndroidiOS
88.585.82.80238,200160 / 1608298.176.410048Nov 15, 2026, 4:04 PM (UTC+8)flutter-ml/google_ml_kit_flutter (Shared repository)1,279Sep 15, 2026, 5:43 AM—Not archivedDetailspub.dev ↗
7google_mlkit_selfie_segmentationv1.0.3

Flutter plugin to use Google's ML Kit Selfie Segmentation API to easily separate the background from users within a scene and focus on what matters.

AndroidiOS
87.7852.80239,200160 / 1603698.176.610039.2Nov 15, 2026, 4:04 PM (UTC+8)flutter-ml/google_ml_kit_flutter (Shared repository)1,279Sep 15, 2026, 5:43 AM—Not archivedDetailspub.dev ↗
8google_mlkit_image_labelingv1.0.3

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.

AndroidiOS
87.184.42.80224,100160 / 1606698.17310045.7Nov 15, 2026, 4:04 PM (UTC+8)flutter-ml/google_ml_kit_flutter (Shared repository)1,279Sep 15, 2026, 5:43 AM—Not archivedDetailspub.dev ↗
9google_mlkit_language_idv1.0.3

A Flutter plugin to use Google's ML Kit Language Identification to determine the language of a string of text.

AndroidiOS
87.184.32.80238,400160 / 1602198.176.410033.6Nov 15, 2026, 4:04 PM (UTC+8)flutter-ml/google_ml_kit_flutter (Shared repository)1,279Sep 15, 2026, 5:43 AM—Not archivedDetailspub.dev ↗
10google_mlkit_object_detectionv1.0.3

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.

AndroidiOS
86.583.72.80216,100160 / 1609298.170.110049.2Nov 15, 2026, 4:04 PM (UTC+8)flutter-ml/google_ml_kit_flutter (Shared repository)1,279Sep 15, 2026, 5:43 AM—Not archivedDetailspub.dev ↗
11google_mlkit_digital_ink_recognitionv1.0.3

A Flutter plugin to use Google's ML Kit Digital Ink Recognition to recognize handwritten text on a digital surface in hundreds of languages, as well as classify sketches.

AndroidiOS
85.983.12.80218,600160 / 1603898.171.210039.8Nov 15, 2026, 4:04 PM (UTC+8)flutter-ml/google_ml_kit_flutter (Shared repository)1,279Sep 15, 2026, 5:43 AM—Not archivedDetailspub.dev ↗
12flutter_face_apiv8.4.1771

This is a flutter module for Regula Face SDK. It allows you to easily compaire faces using your phone's camera. Supports Android and iOS.

AndroidiOS
84.982.32.60413,500155 / 1608996.968.896.948.9Nov 15, 2026, 4:04 PM (UTC+8)regulaforensics/flutter_face_api 46Sep 19, 2026, 8:42 AM—Not archivedDetailspub.dev ↗
13tesseract_ocrv0.6.0

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.

AndroidiOS
84.478.52.9303,390140 / 1609199.658.887.549.1Nov 15, 2026, 4:04 PM (UTC+8)arrrrny/tesseract_ocr 105Jun 3, 2026, 10:30 AM—Not archivedDetailspub.dev ↗
14flutter_tesseract_ocrv0.4.32

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.

AndroidiOSWeb
84.181.22.90010,300130 / 16021699.466.981.358.4Nov 15, 2026, 4:04 PM (UTC+8)khjde1207/tesseract_ocr 68Sep 15, 2026, 6:29 AM—Not archivedDetailspub.dev ↗
15ultralytics_yolov0.7.2

Flutter plugin for Ultralytics YOLO computer vision models.

AndroidiOS
83.978.62.3373,940160 / 1608494.559.910048.2Nov 15, 2026, 4:04 PM (UTC+8)ultralytics/yolo-flutter-app 495Sep 18, 2026, 4:11 PM—Not archivedDetailspub.dev ↗
16ml_algov16.18.2

Machine learning algorithms, Machine learning models performance evaluation functionality

AndroidiOSmacOSWindowsLinux
83.578.22.2374,380150 / 16011894.460.793.851.9Nov 15, 2026, 4:04 PM (UTC+8)gyrdym/ml_algo 198Jul 26, 2026, 8:29 PM—Not archivedDetailspub.dev ↗
17executorch_flutterv0.9.0

ExecuTorch ML inference for Flutter using dart:ffi. Supports Android, iOS, macOS, Linux, Windows, and Web.

AndroidiOSWebmacOSWindowsLinux
79.173.22.930490160 / 1601299.344.910027.8Nov 15, 2026, 4:04 PM (UTC+8)— ———UnknownDetailspub.dev ↗
18sherpa_onnx_webv2.0.1

Web platform support for sherpa_onnx using WebAssembly.

Web
77.776.7101971,000150 / 160085.880.993.80Nov 15, 2026, 4:28 PM (UTC+8)k2-fsa/sherpa-onnx (Shared repository)14,849Sep 17, 2026, 4:17 PM—Not archivedDetailspub.dev ↗
19livelyness_detectionv2.0.1

A single function package to detect weather the face visible in the camera is a live face or not.

AndroidiOS
76.7721.7312706160 / 1604090.847.510040.3Nov 15, 2026, 4:04 PM (UTC+8)— ———UnknownDetailspub.dev ↗
20flutter_visionv3.0.2

Plugin for managing Yolov5, Yolov8 and Yolov11 accessing with LiteRT (TensorFlow Lite) Support object detection and segmentation on Android. iOS, Working in progress.

AndroidiOS
73.970.10.9321543160 / 16011684.945.610051.7Nov 15, 2026, 4:04 PM (UTC+8)vladiH/flutter_vision 90Sep 11, 2025, 10:31 AM—Not archivedDetailspub.dev ↗
21firebase_ml_model_downloaderv0.4.6

A Flutter plugin allowing you to use Firebase Ml Model Downloader.

AndroidiOSmacOS
70.967.20.7323824140 / 1602683.748.687.535.8Nov 15, 2026, 4:04 PM (UTC+8)firebase/flutterfire (Shared repository)9,251Sep 17, 2026, 4:44 AM—Not archivedDetailspub.dev ↗
22flutter_gemma_litertlmv1.8.6

LiteRT-LM (.litertlm) on-device inference engine for flutter_gemma via dart:ffi (5 native platforms) + web. Opt-in InferenceEngineProvider. Also ships the LiteRT C API embedding backend (LiteRtEmbeddi [...]

AndroidiOSLinuxmacOSWebWindows
67.467.4004129,700130 / 160072.974.581.30Nov 15, 2026, 4:28 PM (UTC+8)DenisovAV/flutter_gemma (Shared repository)622Sep 17, 2026, 4:43 PM—Not archivedDetailspub.dev ↗
23opencv_dartv2.2.2

OpenCV4 bindings for Flutter, using dart:ffi.

AndroidiOSmacOSWindowsLinux
63.163.1009017,500140 / 16013749.670.787.553.5Nov 15, 2026, 4:04 PM (UTC+8)rainyl/opencv_dart 253Sep 19, 2026, 12:41 PM—Not archivedDetailspub.dev ↗
24nsfw_detector_flutterv2.0.2

A Flutter package to detect NSFW (Not Safe For Work / NUDE / adults) content and classify SAFE content without requiring assets. Easily integrate NSFW detection into your app.

AndroidiOS
61.758.703823,030150 / 1601753.15893.831.4Nov 15, 2026, 4:04 PM (UTC+8)hoyaaaa/nsfw_detector_flutter 8Aug 25, 2026, 2:22 PM—Not archivedDetailspub.dev ↗
25image_background_removerv2.0.1

A Flutter package that removes the background from images using an ONNX model.

AndroidiOSWebmacOSWindowsLinux
54.754.7001102,790140 / 1605842.657.487.544.3Nov 15, 2026, 4:04 PM (UTC+8)— ———UnknownDetailspub.dev ↗
26eneural_netv2.0.0

AI Library to create efficient Artificial Neural Networks. Computation uses SIMD (Single Instruction Multiple Data) to improve performance.

AndroidiOSWebmacOSWindowsLinux
48.848.80094133140 / 1603448.435.587.538.6Nov 15, 2026, 4:04 PM (UTC+8)— ———UnknownDetailspub.dev ↗
27google_visionv2.2.1

Allows you to add Google Visions image labeling, face, logo, and landmark detection, OCR, and detection of explicit content, into cross platform applications.

AndroidiOSWebmacOSWindowsLinux
45.545.500158306160 / 1604629.441.510041.8Nov 15, 2026, 4:04 PM (UTC+8)cdavis-code/google_vision_workspace 22Jun 10, 2026, 1:44 AM—Not archivedDetailspub.dev ↗