davidtw0320/Deep-Learning-for-CAPTCHA-Recognition

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2
Language
Python
Created over 4 years ago
Updated over 2 years ago

davidtw0320/Deep-Learning-for-CAPTCHA-Recognition

davidtw0320

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Built Convolutional Neural Network (CNN) model to recognized six-digits verification code.

Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning

Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers

Camera-Position-System

Launched a IOS application incorporating the IOS camera module with the visual position system to offer real-time service.

Unified-Modeling-Language-Editor

Developed a UML editor application to configure UML diagrams consisting of basic objects and several types of relation lines. Besides, achieved editing functions include selecting objects, moving objects, changing object names, and grouping objects as a composite object.

Self-driving-Car-Simulator-Using-Computational-Intelligence

Simulated a car controlling the moving direction according to distance sensors from three angles to pass different maps.