Description - The objective of this project is to prototype up coming-era shade Display screen technological know-how, based on laser-writing directly to the retina floor. In principle, the method might have new capabilities which include displaying colours that can not be observed in the actual environment, or dealing with color blindness. This fundamental study is in collaboration with The varsity of Optometry.
Description - The goal with the project is to visualize the impact navigational apps have on street traffic while in the Mission San José district (in Fremont) by upgrading a microsimulation targeted visitors model of the realm. The microsimulation benefits are going to be utilized To guage transportation network effectiveness.
Description - General performance of state-of-the-art Pure Language Processing (NLP) methods have substantially enhanced with new breakthroughs in deep Mastering. This has been achieved mostly owing to raised products such as transformers in addition to additional details and large scale computational sources out there. This project will consist of a systematic research on the recently proposed types and to higher udnerstand their top-quality performance and help style far better versions for different NLP tasks.
This project will systematically characterize the computational and storage behaviors of NLP purposes and design customized hardware to execute these applications effectively.
Description - The aim of this project would be to prototype subsequent-generation coloration display technologies and probe the limits of human eyesight. The know-how relies on a brand new notion of creating Visible percepts by laser stimulation of unique retinal photoreceptors. In theory, the program has the prospective to display new hues unachievable in the true globe, or help a shade blind individual to differentiate pink and inexperienced for the first time.
Description - There was numerous tries to structure robust neural networks, but Each and every obvious profitable structure, has been damaged by a new adversarial assault.
This project aims to help These with impaired sensation by creating a computer-eyesight centered input program by using a digital camera as its enter machine. The current project is building a process that comprises a few modules of detection, monitoring, and reaction: (one) The detection phase extracts the hand and recognizes its gesture which can then be employed to alter the customers' control; for instance, a specific motion could correspond into a click of the mouse. (two) The hand is traced by a tracker and its movement is filtered using an anti-shake filter to complete a far more steady movement. (3) Within the response stage, the granularity (e.g., dots per inch) of the cursor is adjusted in accordance with the person’s pace of hand motion.
This empirical approach to sturdy design has not been profitable. A new paradigm is always to style and design certifiably strong neural networks by constraining the instruction to guarantee no adversarial attack is achievable.
A need for completion of their levels, Capstone Design troubles students teams to thrust their particular boundaries, and implement the knowledge and capabilities realized in the classroom and on co-op get the job done terms. It reinforces the concepts of teamwork, project management, investigation and development.
A minimum of THREE of one's four technical courses should be chosen from the record beneath. The remaining technical courses ought to be selected from your very own or One more MEng spot of focus inside the EECS Division.
How could we put together for a more resilient long term? With recent laws like the Open and Clear Drinking water Knowledge Act and momentum from three a long time of Neighborhood-led information projects, this capstone project will produce new Assessment from current and rising Condition data and sensor details.
For your capstone projects for Grasp of Engineering in Electrical Engineering and Personal computer Science (EECS) our department believes that our pupils will Possess a noticeably far better encounter If your projects are adopted closely by an EECS professor all through the tutorial calendar year.
Supported by quite a few awards, Capstone Structure delivers Waterloo Engineering pupils Along with the exceptional chance to conceptualize and style a project related to their picked out self-control.
Capstone Design and style will be the fruits in the undergraduate student knowledge, developing a blueprint for innovation in engineering design and style.
Description -This project is worried about assistive technological know-how that enables customers with wonderful motor Management complications to navigate, select, stage, and click with out physically manipulating a mouse. The theory is to implement a digital camera to seize the consumer’s hand actions. click for source There are plenty of people who would not have a chance to Command the pointer easily by going a physical mouse. Sadly, there no viable possibilities due to the fact that the mouse happens to be A vital enter unit for all modern day personal computers. Lack of ability to manage the mouse may very well be a result of impaired sensation from numerous types of ailments and sicknesses.
Description - Eyesight difficulties such as around-sightedness, considerably-sightedness, and also Other individuals, are due to optical aberrations inside the human eye. These disorders are prevalent, and the quantity of Individuals who have these hardships is expanding speedily. Correcting optical aberrations during the human eye is historically performed optically using eyeglasses, Speak to lenses, or refractive surgical procedures; these are sometime not hassle-free or not generally accessible to Anyone. Furthermore, larger buy aberrations are usually not correctable with eyeglasses. This research is investigating a novel method which entails a brand new computation primarily based aberration-correcting mild field display: by incorporating the person’’s own optical aberrations into your computation, content shown around the Screen is modified these the viewer will be able to begin to see the Show in sharp concentrate without applying corrective eyewear.
Description - Model sizing and inference pace/power are getting to be A significant obstacle inside the deployment of Neural Networks For lots of apps. A promising method of deal with this issue is quantization.