tfod-api

Automatic Number (License) Plate Recognition using Tensorflow Object Detection API

This repository builds a product detection model to recognize products from grocery shelf images.

This repository shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the optimized model.

Collection of Object Detection and Segmentation Pipelines🛸🚀

Showcases the use of deep learning to detect wheat heads from crops. The project is based on: https://www.kaggle.com/c/global-wheat-detection.

Toolkit for the TFOD API

Using TensorFlow Object Detection API to detect blood cells

Una contribución para contener el aumento en el número de contagios por COVID-19 es contar con un mecanismo que ayude a detectar a las personas que no cumplen con las medidas sanitarias. Así es como surge el proyecto MaskON, el cual consiste en entrenar un detector que verifica de forma automática el uso correcto de mascarilla en personas a tiempo real.

Edge computing and computer vision with Jetson Nano GPU devices (course material)

Helmet Detection using TFOD a complete end to end project

This is a deep learning-based fashion wear classifier

This system enables the establishment to register people using their faces. Will be used for attendance purposes and can be integrated into IoT systems like CCTV cameras to identify the location of a particular person.

Example of training Faster-RCNN model with TFOD API

Detect Wheat Heads Using Faster-RCNN and YoloV4 🌾🌾

Real-time Hand Sign detection using TensorFlow Object Detection API

End to end object detection project using Faster RCNN, trained using TFOD1.14 framework and served as REST API via Flask App

A custom trained Face Mask Detector using TFOD1.x on Google Colab.

Face mask detection based on tensorflow 2 object detection API using Efficientdet-D1 model. This project can perform face mask detection on images as well as videos.

End to End Object Detection - iNeuron

End to End object detection project using SSD, and serving it as REST API using Flask framework