Overview

Mobile AI is shifting from cloud to on-device. With TensorFlow Lite (TFLite) you can run real-time object detection directly on Android phones-no server, zero latency. This course gives you an end-to-end workflow to train, convert, and deploy custom models using Kotlin and Java.What You'll MasterData Collection & AnnotationCapture images and label them with LabelImg, CVAT, or Roboflow to create high-quality datasets.Model Training in TensorFlow / YOLO / EfficientDet / SSD-MobileNetHands-on Colab notebooks show you how to train from scratch or fine-tune pre-trained weights.TFLite Conversion & OptimizationQuantize, prune, and add metadata for maximum FPS and minimum battery drain.Android Integration (CameraX + ML Model Binding)Build apps in Kotlin or Java that detect objects in both images and live camera streams.Using Pre-Trained ModelsPlug in ready-made YOLOv8-Nano, EfficientDet-Lite, or SSD-MobileNet with just a few lines of code.Included ResourcesProduction-ready Android templates (Kotlin & Java) worth $1,000+Re-usable model-conversion scripts and Colab notebooksPre-annotated sample dataset to get you started fastCheatsheets for common TFLite errors and performance tuningReal-World Use-Cases You'll BuildSmart CCTV with intrusion alertsIndustrial defect detection on assembly linesCrowd counting & retail analytics dashboardsPrototype modules for self-driving or AR appsWho Should Enroll?Android developers eager to add on-device AI (beginner to pro)ML engineers targeting mobile deployment and edge-AI optimizationMakers, startup founders, or hobbyists who want to build vision-powered apps without a backendWhat You NeedBasic Android Studio familiarity (layouts, activities, Gradle)Light Python knowledge (all heavy lifting handled in the provided notebooks)A computer with 8 GB RAM-heavy training runs on free Google Colab GPUsCourse Format1080p HD video lectures (updated for Android Studio 2025 & TensorFlow Lite 3.x)Mini-projects after each section to cement skillsLifetime access, Q & A support, and Udemy's 30-day money-back guaranteeReady to build fast, reliable object-detection apps that run entirely on Android devices?Click Buy Now and start training & deploying your own TFLite models today!

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