OmniClassify vs SQL Lens

Transform your iPhone into a powerful machine learning lab. OmniClassify is the complete iOS toolkit for training, deploying, and running AI models entirely on-device. Your data never leaves your device—complete privacy, zero cloud uploads. COMPLETE ML WORKFLOW Import datasets from local folders, videos, Parquet files, or download directly from HuggingFace. Train custom models using CreateML, ONNX, or Vision Transformer architectures. Run real-time inference on images, videos, and live camera feed. Process everything locally with zero data transmission. KEY FEATURES Dataset Management Import from local folders, videos, Parquet files, or HuggingFace (Premium). DICOM medical imaging support. Automatic class detection, train/validation splits, and comprehensive statistics. Model Training (Premium) Train classification and segmentation models with CreateML, ONNX, or ViT. Custom training iterations (unlimited), advanced preprocessing, and progress monitoring. Model Import CoreML and ONNX model support. HuggingFace model downloads with automatic server-side conversion. Thousands of pre-trained models available. Image Classification Batch processing with unlimited capacity (Premium). Multi-model inference, confidence scores, detailed metrics, and result export (Premium). Object Detection YOLO model support with real-time bounding boxes. Multi-object detection, confidence thresholds, and live camera capabilities. Image Segmentation Semantic segmentation with pixel-level masks. Visual overlays and export capabilities (Premium). Video Processing Frame-by-frame AI analysis with custom intervals. Export annotated videos with bounding boxes, labels, and segmentation overlays. Live Camera Inference Real-time classification, detection, and segmentation using iPhone camera. Instant on-device results, works completely offline. DICOM Medical Imaging Full DICOM file support with multi-frame extraction, header reading, and integration with classification/detection models. HuggingFace Integration (Premium) Browse and download thousands of datasets and models. Automatic ONNX/CoreML conversion. Search by task type and license. Advanced Analytics (Premium) Confusion matrices, training metrics, validation curves. Export to JSON, CSV, PDF formats. Automation & Triggers Detection-based automations, Shortcuts app integration, custom notifications, URL opening, and haptic feedback. 100% ON-DEVICE PROCESSING Everything happens locally on your iPhone. Training, inference, analysis, and storage—all without internet or cloud servers. Your images, models, and data remain completely private. No uploads, no tracking, no data collection. PRIVACY FIRST All ML processing on-device. No cloud uploads. Complete offline functionality. No analytics or tracking. HIPAA-compliant workflows for medical imaging. PERFECT FOR ML researchers, data scientists, medical imaging professionals, computer vision developers, students, and hobbyists experimenting with AI. PREMIUM FEATURES Unlock unlimited datasets, unlimited models, unlimited inference, advanced training, exports, HuggingFace integration, and comprehensive analytics. Free tier includes 3 datasets, 2 models, and unlimited inference—perfect for getting started. Start building and deploying AI models on your iPhone today. Complete privacy. Complete control. Complete ML toolkit. Terms of Use: https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Privacy Policy: https://omniclassify.com/privacy

SQL Lensは、複雑なSELECT文、INSERT文、MERGE文を読み解くためのiPhone用SQL解析ツールです。 SQLを貼り付けるか.sqlファイルを開くだけで、抽出される列や書き込み先カラムが、どのテーブル・どのカラムから来たのかを追跡できます。 主な機能 ・SELECTの最終列から元テーブル／元カラムまでの経路を表示 ・INSERT SELECTの元列から投入先テーブル／カラムまでを順番に対応表示 ・複数行のINSERT VALUESを、書き込まれる表の形で表示 ・MERGEのUSING、ON、更新・追加・削除の分岐と書き込み先を表示 ・CTE、多階層の副問い合わせ、相関副問い合わせ、JOIN、集計式を解析 ・Oracle／SQL Server形式の単一集計PIVOTを解析 ・SELECT結果や書き込みデータの形を、理解用のデータ例で表示 ・JOIN条件からER図を作成し、複数列の結合を1つの複合関係として表示 ・ER図全体をJPGで書き出し ・SQLを句ごとに整形し、折りたたんで読みやすく表示 ・予約語、型、識別子、関数、文字列、数値、コメントを色分け ・文法エラーの行と位置、直し方のヒントを表示 ・ライトモード／ダークモードに対応 対応プロファイル 標準SQL、PostgreSQL、MySQL、SQLite、Oracle Database、Microsoft SQL Server、IBM Db2の7種類を選択できます。各製品のすべての構文を再現する実行エンジンではなく、SELECT、INSERT VALUES、INSERT SELECT、MERGE、CTE、副問い合わせ、JOIN、集計、CASE、ウィンドウ関数など、アプリが明示する解析範囲を対象としています。選択した製品にないMERGE／PIVOT構文は互換性警告を表示します。 プライバシー SQLの解析はすべて端末内で行います。外部AI、広告、分析SDK、アカウント登録、データベース接続、外部サーバへのSQL送信はありません。実データベースへの検索や書き込みも行いません。