TensorFlow Lite is a lightweight solution for mobile and embedded devices. The Models section provides pre-trained machine learning models optimized for efficient inference on edge devices. Here's a quick guide to explore:
Key Model Categories 📚
Image Classification
📎 Examples
📌 MobileNetV3, EfficientNetLiteObject Detection
📎 Examples
📌 SSD Mobilenet, YOLOv5Speech Recognition
📎 Examples
📌 DeepSpeech, Convolutional Neural Networks
How to Use Models 🛠️
- Access the TensorFlow Lite Model Zoo for direct downloads.
- Convert models using the TFLite converter tool.
- Integrate with your project via APIs or frameworks like Keras.
📌 Quick Tip
For beginners, check out our Getting Started Guide to learn how to deploy models on devices.