A tutorial showing how to train, convert, and run TensorFlow Lite object detection models on Android devices, the Raspberry Pi, and more!
☆1,592Feb 13, 2025Updated last year
Alternatives and similar repositories for TensorFlow-Lite-Object-Detection-on-Android-and-Raspberry-Pi
Users that are interested in TensorFlow-Lite-Object-Detection-on-Android-and-Raspberry-Pi are comparing it to the libraries listed below
Sorting:
- A tutorial showing how to set up TensorFlow's Object Detection API on the Raspberry Pi☆1,156Aug 10, 2024Updated last year
- How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows☆2,930Oct 21, 2021Updated 4 years ago
- TensorFlow examples☆8,251Feb 19, 2026Updated last week
- Small code snippets that show how to stream camera images to a Coral device.☆389Aug 11, 2024Updated last year
- This repository contains everything you need to run TensorFlow Lite on the Raspberry Pi with the updated TensorFlow 2 version.☆17Dec 12, 2020Updated 5 years ago
- Examples using TensorFlow Lite API to run inference on Coral devices☆186Aug 2, 2024Updated last year
- Example code for creating augmented images using imgaug to train machine learning models☆18Nov 21, 2022Updated 3 years ago
- YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite☆2,265May 12, 2024Updated last year
- An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.☆1,365Mar 1, 2022Updated 3 years ago
- Prebuilt binary with Tensorflow Lite enabled. For RaspberryPi / Jetson Nano. Support for custom operations in MediaPipe. XNNPACK, XNNPACK…☆508May 7, 2024Updated last year
- Prebuilt binary for TensorFlowLite's standalone installer. For RaspberryPi. A very lightweight installer. I provide a FlexDelegate, Media…☆219Mar 29, 2024Updated last year
- Object Detection using TensorFlow on a Raspberry Pi☆172Apr 8, 2018Updated 7 years ago
- ☆12Jun 4, 2021Updated 4 years ago
- Colab/Jupyter tutorials about training TensorFlow models for Edge TPU, and other tutorials☆193Jan 20, 2024Updated 2 years ago
- LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being dev…☆24,798Jun 7, 2024Updated last year
- Run object detection on edge devices using Tensorflow Lite☆25Jun 13, 2021Updated 4 years ago
- YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite☆348Aug 26, 2021Updated 4 years ago
- A Conversion tool to convert YOLO v3 Darknet weights to TF Lite model (YOLO v3 PyTorch > ONNX > TensorFlow > TF Lite), and to TensorRT (Y…☆73Jan 27, 2023Updated 3 years ago
- Object tracking tutorial using TensorFlow / TensorFlow Lite, Raspberry Pi, Pi Camera, and a Pimoroni Pan-Tilt Hat.☆189Nov 2, 2023Updated 2 years ago
- Edge TPU Accelerator / Multi-TPU + MobileNet-SSD v2 + Python + Async + LattePandaAlpha/RaspberryPi3/LaptopPC☆80Aug 12, 2019Updated 6 years ago
- A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.☆605Jan 30, 2023Updated 3 years ago
- Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.☆8,736Oct 16, 2025Updated 4 months ago
- Google Coral on the Raspberry Pi 4☆90Apr 8, 2020Updated 5 years ago
- TensorFlow for Arm☆1,053Aug 13, 2021Updated 4 years ago
- Run Tiny YOLO-v3 on Google's Edge TPU USB Accelerator.☆104Jul 19, 2020Updated 5 years ago
- Track how multiple objects of type(s) you specify are moving through the field of vision.☆22Aug 16, 2020Updated 5 years ago
- TensorFlow Lite Model Development☆14Aug 19, 2020Updated 5 years ago
- 🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop obje…☆1,334Aug 30, 2024Updated last year
- Python API for ML inferencing and transfer-learning on Coral devices☆401May 1, 2024Updated last year
- TensorFlow Lite, Coral Edge TPU samples (Python/C++, Raspberry Pi/Windows/Linux).☆124Aug 24, 2024Updated last year
- TensorRT MODNet, YOLOv4, YOLOv3, SSD, MTCNN, and GoogLeNet☆1,789Sep 2, 2025Updated 5 months ago
- Raspberrry pi 4 Openvino Python☆42Jun 28, 2019Updated 6 years ago
- Train a object detection model with the Tensorflow Object Detection API and Tensorflow 2.☆198Aug 28, 2021Updated 4 years ago
- Learn OpenCV : C++ and Python Examples☆22,748Feb 10, 2026Updated 2 weeks ago
- Cross-platform, customizable ML solutions for live and streaming media.☆33,889Updated this week
- This is an application example of image classification with tensorflow lite and raspberry pi☆13Apr 10, 2020Updated 5 years ago
- How to train an object detection model easy for free☆183Jun 5, 2022Updated 3 years ago
- This video tutorial series shows you how to infer and train your own custom YOLOv4 models, Step-by-step☆206Jun 24, 2021Updated 4 years ago
- Cumulative object counting with Tensorflow 2☆45Aug 28, 2021Updated 4 years ago