neural networks – Quantilus

Segment-based Methods for Facial Attribute Detection from Partial Faces
Segment-based Methods for Facial Attribute Detection from Partial Faces

AI, NLP, Machine Learning, Emerging Tech - AR, Cloud, Blockchain

Segment-based Methods for Facial Attribute Detection from Partial Faces

By Quantilus| 2018-08-17T14:05:11+00:00 January 13th, 2018|AI, NLP, Machine Learning, Emerging Tech - AR, Cloud, Blockchain|

State-of-the-art methods of attribute detection from faces (like those used in Appliqant) almost always assume the presence of a full, unoccluded face. Hence, their performance degrades for partially visible and occluded faces. This paper discusses the use of a deep […]

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DeepTraffic: Driving Fast through Dense Traffic with Deep Reinforcement Learning
DeepTraffic: Driving Fast through Dense Traffic with Deep Reinforcement Learning

AI, NLP, Machine Learning

DeepTraffic: Driving Fast through Dense Traffic with Deep Reinforcement Learning

By Quantilus| 2018-09-27T18:51:31+00:00 January 11th, 2018|AI, NLP, Machine Learning|

This paper presents a micro-traffic simulation (named “DeepTraffic”) where the perception, control, and planning systems for one of the cars are all handled by a single neural network as part of a model-free, off-policy reinforcement learning process. The paper also […]

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