mendeza

16 ms·

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by mendeza 9y ago
I am applying for machine learning engineering roles in the Washington DC area, and my goal is to get 90-100k. I will be getting my massters degree from an prestigious school, so I think that will help with my goal.
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by mendeza 9y ago
Developer of app. Super excited to share! Was really fun to learn about implementing fully convolutional network and learning how to deploy onto iOS using CoreML. I hope to apply this and other deep learning methods to improve augmented rea
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Show HN: FCN Semantic Segmentation Using Keras and CoreML(youtube.com)
1 points by mendeza 9y ago|1 comments
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by mendeza 9y ago
Awesome! I forgot about that mention. You should see what that research group is doing now. "Radical Atoms" where the material is dynamic and embodies computation. Now they are applying it to food... super fascinating!
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by mendeza 9y ago
I think the color dots are some hash/key to a program. Whenever the camera sees the code in its FOV, the system executes the program. Also, the color code seems to serve as location tracking as well, so the program is projected on the
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by mendeza 9y ago
Super exciting Bret Victor publicly launched this project! On a related note, A professor at MIT, Hiroshi Ishii, has done a lot of work in tangible user interfaces around 2003-2005, you can see more work here: http://tangible.med
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by mendeza 9y ago
Bayesian GAN!
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by mendeza 9y ago
Lead developer here! I enjoyed exploring how a projector-camera (pro-cam) system can create great hands-free augmented reality, and I wanted to share the project for any interest and feedback on the project. Please reach out to my email if
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Show HN: Augmented Reality Smart Kitchen(youtube.com)
1 points by mendeza 9y ago|1 comments
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by mendeza 9y ago
I believe it models a distribution of the weights the network after training. Once you can generate samples, you can average the values to get expected mean, which is the improved prediction.
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by mendeza 9y ago
Student enrolled in his Bayesian Machine Learning class ORIE 6741. The formulation of adding bayesian inference to deep learning can be applied to CNN's as well. I plan on using his work on Stochastic Gradient Hamiltonian Monte Carlo t
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by mendeza 9y ago
I think the goal is to incorporate modeling uncertainty and utilizing powerful bayesian inference techniques with deep learning. I understand the terminology sounds gimmicky, but the techniques are very useful and used in current research.
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by mendeza 9y ago
Co-author here! This is a draft of my thesis AR project at Cornell Tech, but I would love any feedback or thoughts on the utility of AR in your home/kitchen! Here is a link to a video demo of the ARKit app!: https://drive.go
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Show HN: Smart Kitchen: A Multi-Modal AR System(drive.google.com)
1 points by mendeza 9y ago|1 comments
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by mendeza 9y ago
The fact you put Bayes rule on your page excites me. I am taking a graduate course in Bayesian machine learning, so Bayes is all around me lol. Any use of Gaussian processes or probabilistic graph models? Would love to hear also if you use
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by mendeza 9y ago
I did something very similar. I went to grad school to focus on a specific field of computer science. University is an amazing place. Classes are not the thing thats valuable. To me its the time, freedom, and the environment to really dig d
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by mendeza 9y ago
Thats amazing! I wonder how they made the training data to teach the drone how to land, I can assume it is challenging to fly a drone hundreds of times to get a good landing. Unless they had a different model that they could sample from.
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by mendeza 9y ago
Maybe I can assist? I took a graduate course at Cornell called Applied Machine Learning[1] last year. The lecture notes are really great. The lecture notes survey a huge list of machine learning algorithms, and highlights its useful applica
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by mendeza 9y ago
Have you had issues with preparing meals just from instructions, like the description on completing the step was not enough? For example for me, I never cooked a pumpkin, so I had a wrong assumption on how I would make the pumpkin filling,
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by mendeza 9y ago
That is a simple solution! Have you had an issue with getting your tablet dirty though? Ive been looking at projectors I can point down to the kitchen counter. Then I can swipe through recipes without getting my devices dirty. Also, I would
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Ask HN: Do you use your laptop while you cook?
8 points by mendeza 9y ago|16 comments
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by mendeza 9y ago
Are you all interested in remote full-time engineers? Graduate student at Cornell specializing in Deep Learning with CV experience? My email is aem336@cornell.edu
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by mendeza 9y ago
I am interested in working on freelance/consulting projects for AR/VR as well! I have more experience in computer vision and AR. Are you looking for books that teaches advanced graphics? Some topics I think some topics along that
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by mendeza 9y ago
How should one utilize the knowledge in the book? When do derivations play a role in deep learning? I am thinking it helps make decisions on what layers will help or not, or explain why this architecture improves some baseline. I would love
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by mendeza 9y ago
Can you post a link to a job description from Baltimore? Graduate student at Cornell looking to work on some Deep Learning problems!
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by mendeza 9y ago
What about the Pattern Recognition book by Bishop? I am reading it now and its more approachable than the Elements of Statistical Learning book
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by mendeza 9y ago
I guess what I am looking for is advice from practitioners who wont lead people astray who are really interested in diving deep into ML. I have attempted to read the Statistical Learning book, and its so daunting because the book expects a
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by mendeza 9y ago
I wish the people who answer this question are people that are current deep learning engineers or data scientist that use deep learning in real world settings, I am worried that people who are not credible are giving advice, which is not va
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How We Tagged 14, 000 BuzzFeed Quizzes Using K-Means Clustering(tech.buzzfeed.com)
1 points by mendeza 9y ago|0 comments
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by mendeza 9y ago
Is there any past discussions whether these courses will actually get you a job doing deep learning? I am skeptical these courses would get you a job in deep learning.

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