GitHub

Object Detector for Autonomous Vehicles Based on Faster RCNN

This is a implementation a framework that combines Feature Pyramid Network (FPN) and Deformable Convolution Network (DCNv1) to improve Faster RCNN on object detection tasks.The whole model is ...
GitHub

Mask R-CNN for Object Detection and Segmentation

This is an implementation of Mask R-CNN on Python 3, Keras, and TensorFlow. The model generates bounding boxes and segmentation masks for each instance of an object in the image. It's based on Feature ...
IEEE

Weapon Detection Using Region-Based Convolutional Neural Network (RCNN)

Abstract: Automatic weapon detection in surveillance systems, increasing the safety of public areas. In this work, a deep-learningdetection method is presentedthat focuses on real-time performance. A ...
IEEE

Development of Passport Data Extraction System using Mask RCNN and EasyOCR

Abstract: The field of document processing has made remarkable strides with the integration of computer vision and machine learning. This progress extends to tasks like text extraction from essential ...