Description

Human detection using opencv and tensor flow

Tensorflow is an open-source API, which is widely used for solving machine learning tasks that involve Deep Neural Networks.Tensorflow object detection API is an open-source library made based on Tensorflow for supporting training and evaluation of Object Detection models. Given an image or a video stream, an object detection model can identify which of a known human might be present and provide information about their positions within the image.Which is a collection of pre-trained models compatible with Tensorflow Object Detection API. These models are capable of detecting humans.Faster RCN Inception V2 COCO Model (including it) performs significantly better than HOG and Haar approaches for Human Detection. These models provide a tight consistent boundary around a detected person.