Checkout and download example tflite files for free. This is very useful for machine learning developers and researchers who are looking for sample tflite files to use for testing purposes.
The TFLite file extension refers to TensorFlow Lite, a popular open-source deep learning framework developed by Google. TFLite is designed to optimize and deploy machine learning models on resource-constrained devices, such as mobile phones, embedded systems, and IoT devices.
When you train a machine learning model using TensorFlow, you typically end up with a large and complex model file. However, these models are often too large and computationally intensive to be deployed on devices with limited resources. This is where TFLite comes in. It enables you to convert and compress TensorFlow models into a smaller and more efficient format, with the .tflite file extension.
TFLite models are specifically optimized for mobile and edge devices, allowing them to run inference tasks efficiently with minimal latency and power consumption. The TFLite file format encapsulates the model’s architecture, weights, and other necessary parameters. It can be easily loaded and executed using the TensorFlow Lite interpreter, providing a seamless integration for deploying machine learning models in resource-constrained environments.
|Sample mobilenet_quant_v1_224.tflite (4MB)
|Sample Tflite File.tflite (75MB)
|Sample Tflite file 3 (20KB)
|Sample 4 – cartoon_gan.tflite (6MB)