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Brown Deep Learning Day Fall 2021

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Facial Expression Recognition to Associate Colors to Emotion — Facial Expression Recognition to Associate Colors to Emotion

Facial Expression / Emotion Recognition classification model

Filling gaps in chlorophyll data in the Bering Sea — Filling gaps in chlorophyll data in the Bering Sea

Chlorophyll is an important food source for juvenile fish and indication of overall ocean health. Our project will attempt to implement structured prediction to fill the gaps in Chlorophyll data.

Alzheimer's Disease Classification Using Language Models — Alzheimer's Disease Classification Using Language Models

We propose to feed patient hospital notes into a transformer language model to predict whether a patient gets Alzheimer's disease.

Equal.txt — Equal.txt

Identifying bias in film reviews through three distinct models!

Commodities and S&P 500 — Commodities and S&P 500

Predicting stock prices based on commodities prices

Sweet Talkers | NLP Final Project — Sweet Talkers | NLP Final Project

Building a model that predicts course and professor ratings based on Critical Review language data

sig-no fraud — sig-no fraud

Signature forgery detection using Siamese Convolutional Neural Networks

NBA Over/Unders — NBA Over/Unders

Using a LSTM model to predict NBA Over/Unders.

CYu Later Amazon Rater — CYu Later Amazon Rater

Amazon

Neural Image Caption Generator — Neural Image Caption Generator

Neural Image Caption Generator

MIMIC — MIMIC

Disease prediction using deep learning.

Greenland Gang — Greenland Gang

Take satellite images of Northwest Greenland and output a vector description of the river network for Greenland Ice Sheet melt modeling

Ramen Runners (CS1470) — Ramen Runners (CS1470)

In our final project, we aim to predict the model of the car (sub-categorization) under the umbrella of a single brand, which we have chosen as Toyota.

Xtructure — Xtructure

Read X-ray scattering patterns and Get the molecular structures.

R2U-Net for Medical Image Segmentation — R2U-Net for Medical Image Segmentation

Using R2U-Net for Medical Image Segmentation

Traffic Sign Recognition — Traffic Sign Recognition

Traffic Sign Recognition is a key point in the auto-driving area.

collabs ft. colab: generating song collabs across genres — collabs ft. colab: generating song collabs across genres

To quote Barry B. Benson, ya like jazz? Well, we do too -- so we made everything jazz. The goal of our project is to take music from 2 genres and generate a new song with features from both genres.

Plant Cell Segmentation with a Convolutional Neural Network — Plant Cell Segmentation with a Convolutional Neural Network

Reimplementing 2d segmentation for plant cells.

test — test

test

Forward and Inverse Problem of the Michelson interferometer — Forward and Inverse Problem of the Michelson interferometer

Use CNN and dcGAN to study the interference pattern.

Using Deep Learning to Predict Protein Secondary Structure — Using Deep Learning to Predict Protein Secondary Structure

This project seeks to take two different approaches to predict the secondary structure of proteins based on the primary structure of the amino acid chain.

Bias Identification of Political Media — Bias Identification of Political Media

We attempt to scan political text articles and identify sentences that have liberal or conservative biases in them using NLP and deep learning.

Handwritten Equation Identifier — Handwritten Equation Identifier

Too lazy LaTex to type math symbols, try out this model that will transform handwritten equations to a typed text.

Answering Reading Comprehension Questions — Answering Reading Comprehension Questions

From Short Context to Long Passages: Generalizing QA Models to Answer Standardized Test Reading Comprehension Questions

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