Explore projects
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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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3D single object detection
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2D object detection in cluttered scene
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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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Just a simple object detection tested on RoboCup simulation but actually used for my own robot grasping capability.
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Implementation of Movement Aid for the Visually-Impaired by Using CNN based Learning Architecture
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This project develops video analytics towards anomaly detection on edge for smart cities under low light conditions: https://iotgarage.net/projects/VideoAnalyticstowardsAnomalyDetectionontheEdge.html
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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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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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a brief guide to making a custom YOLOv3 detector, from image annotation to model training
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Train YOLOv5 for breed classification on Oxford Pets III dataset from scratch on Google Colab, and serve through Dockerized implementation of a flask-based HTML/JS frontend and an asynchronous API service on FastAPI. Use of MLFlow for logging.
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A 3D Stereo Vision Camera that tracks an object and displays its distance.
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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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AlexeyAB darknet version with improvements with test/demo
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