Run TensorFlow models in C++ without installation and without Bazel

A resource-conscious neural network implementation for MCUs

This is a repo for training and implementing the mobilenet-ssd v2 to tflite with c++ on x86 and arm64

TensorFlow Lite SSD on bare Raspberry Pi 4 with 64-bit OS at 24 FPS

TensorFlow Lite object detection example for Raspberry Pi Zero

TensorFlow Lite Posenet on bare Raspberry Pi 4 with 64-bit OS at 9.4 FPS

TensorFlow Lite segmentation on Raspberry Pi 4 aka Unet at 7.2 FPS with 64-bit OS

TensorFlow Lite SSD on a bare Raspberry Pi 4 at 17 FPS

TensorFlow Lite on a bare Raspberry Pi Zero

TensorFlow Lite segmentation on a Jetson Nano at 11 FPS

TensorFlow Lite classification on a bare Raspberry Pi 4 with 64-bit OS at 23 FPS

TensorFlow Lite SSD on a Jetson Nano 28.5 FPS

Face mask detection on a bare Raspberry Pi 4 wit 32 or 64-bit OS

TensorFlow Lite Posenet on bare Raspberry Pi 4 at 5.0 FPS

Face mask detection on a Jetson Nano

TensorFlow Lite segmentation on Raspberry Pi 4 aka Unet at 4.2 FPS

TensorFlow Lite Posenet on a Jetson Nano at 15.2 FPS

Qt TensorFlow Lite example

TensorFlow Lite classification on a bare Raspberry Pi 4 at 33 FPS