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✭ MAGNETRON ™ ✭: This is a Google Colab/Jupyter Notebook for developing an OBJECT DETECTION proxia when working with ARTIFICIAL INTELLIGENCE 2.0 ™ (ARTIFICIAL INTELLIGENCE 2.0™ is part of MAGNETRON ™ TECHNOLOGY).
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Candidate Extraction in Two-stage Localization Models - implementation of RPN (Region Proposal Network), localization model proposed in Faster R-CNN. Implementation is in PyTorch deep learning framework. My undergraduate thesis computer vision project.
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About Vision- S, Video Based Security and Safety Device: • Detects movements • Records video footage of activity deemed suspicious • Alerts the user using a buzzer • Records external temperature to provide fire safety alert • Display security and safety related details
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This git repository provides the necessary files and guides needed to enable object recognition functionality to an Nvidia Jetson Nano using a V4L2 webcam.
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IRAFM AI / BB refinement
MIT LicenseA simple NN that can increase the accuracy of existing object detectors.
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Kirill Grim / Video Processor
MIT LicenseA tool which allows end-user simple video processing in terms of object detection, classification and tracking.
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2D object detection in cluttered scene
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3D single object detection
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3D object detection in cluttered scene
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Gutenberg is a pipeline for training a neural network in segmenting and recognising frequent words in early printed books, in particular we focus on Gutenberg’s Bible.
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This repository contains the codebase for the analysis performed in Premier Badminton League (2019).
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AlexeyAB darknet version with improvements with test/demo
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A 3D Stereo Vision Camera that tracks an object and displays its distance.
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This project deals with training of convolutional neural network for licence plate detection in video. Darknet technology was used for detection, specifically the YOLOv3-tiny neural network model.
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Converting MS-COCO annotations to Pascal VOC format
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a brief guide to making a custom YOLOv3 detector, from image annotation to model training
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