hackathon_id int64 1.57k 23.4k | project_link stringlengths 30 96 | full_desc stringlengths 1 547k ⌀ | title stringlengths 1 60 ⌀ | brief_desc stringlengths 1 200 ⌀ | team_members stringlengths 2 870 | prize stringlengths 2 792 | tags stringlengths 2 4.47k | __index_level_0__ int64 0 695 |
|---|---|---|---|---|---|---|---|---|
11,213 | https://devpost.com/software/groc4all-v1 | Inspiration
The entire world is going through a hard time during this covid pandemic but the segment of society worst affected is the older generation. Prone to highest level of infection, they aren’t able to move out of their homes for stocking regular supplies coupled with lack of reaching out to them by their close... | Groc4all#v1 | The entire world is going through a hard time during this covid pandemic but the segment of society worst affected is the older generation. | ['Jayit Saha', 'Ishita Dasgupta'] | [] | ['django', 'dl', 'ibm-watson', 'ml', 'python'] | 17 |
11,213 | https://devpost.com/software/double-deep-q-learning | Poster
Video Pinball
Space Invaders - Stabilizing
Space Invaders - Reward Crash
By: Evan Dong (zdong6), Hwai-Liang Tung (htung1)
Introduction:
For this project, we reimplemented the paper “Deep Reinforcement Learning with Double Q-learning” (
https://arxiv.org/abs/1509.06461
). The “RL conclusion” lecture cover... | Deep Double Q-Learning | Re-implementing https://arxiv.org/abs/1509.06461 | ['Evan Dong', 'Hwai-Liang Tung'] | [] | ['python', 'tensorflow'] | 18 |
11,213 | https://devpost.com/software/album-generator | Final writeup:
https://docs.google.com/document/d/10MCC2Ao4J1ZkdynuzIISE_GtXBolavjqvsTlLhFNU10/edit#
Album Cover Generation
Demetri – jtsatsar
Daniel Flores - dflores3
Benjamin Smith- bsmith28
https://www.researchgate.net/publication/318987126_Album_Cover_Generation_from_Genre_Tags
Introduction: What problem ar... | Album Generator | Generates album covers with GAN | ['Demetri Tsatsaros', 'Benjamin Smith', 'Daniel Flores'] | [] | ['python'] | 19 |
11,213 | https://devpost.com/software/credit-card-fraud | Poster
Report:
https://drive.google.com/file/d/1g2Z41x2WqR5oN9sq_VeBnwSAWuImSQzh/view?usp=sharing
Video:
https://youtu.be/xXe5ShT0WYw
Repo:
https://github.com/rsimpsonn/dl-cc-fraud
Title: Credit Card Fraud Detection
Who: Colby Anderson (cander23) and Ryan Simpson (rsimpso2)
Introduction: The objective of our p... | Credit Card Fraud | We're making a neural network with LSTM architecture to credit card fraud, trained on a dataset of individual transactions. | ['Ryan Simpson'] | [] | ['tensorflow'] | 20 |
11,213 | https://devpost.com/software/blueno-mars | Blueno Mars: Lyric Generation Poster
Blueno Mars
Who
Cecilia Vogler, cvogler
William Buerger, wbuerger
Star Su, ssu6
Introduction
For our project, we would like to implement a model that will be able to learn and generate song lyrics with the appropriate wording, line breaks, and verses. We all have a strong int... | Blueno Mars | Lyrics generation | ['William Buerger', 'Star Su', 'Cecilia Vogler'] | [] | ['tensorflow'] | 21 |
11,213 | https://devpost.com/software/deeptrex | Project Overview
EmpiricalCardSelector Architecture
Who
Mohammad Amoush (mamoush)
Aryaman Dutta (adutta3)
Sam Wilkins (swilkin5)
README
The markdown that follows is our original project post. Please refer to the
final reflection
for updated analysis.
Introduction
We'd like to delve into deep reinforcem... | DeepTrex | A four-player card game with sub-games, strategy, chance and imperfect information. | ['Sam Wilkins', 'Mohammad Amoush', 'Ary-d'] | [] | ['numpy', 'python', 'tensorflow'] | 22 |
11,213 | https://devpost.com/software/nba-player-facial-recognition | NBA Player Facial Recognition and Authentication
Who
atang5, tkim20
Introduction
Facial recognition is an interesting concept that has a lot of practical applications. We are both avid fans of the NBA, so we decided to apply this concept to recognize the faces of NBA players.
The paper we will be implementing is ... | NBA Player Facial Recognition and Authentication | Developing a Convolutional Neural Network for facial recognition, using face images of active players from the 2019-2020 NBA season. | ['taegonkim98', 'Alan Tang'] | [] | ['python', 'pytorch'] | 23 |
11,213 | https://devpost.com/software/song-masher-rm3cg2 | Final Reflection
https://docs.google.com/document/d/18IQAUf1nMDma98sr_XBVs7PJDYLDBruOghuFmFN3jkQ/edit?usp=sharing
Team Members
Amanda Lee (zlee8), James Cai (jcai20), Kate Nelson (knelson9), Inho David Lee (ilee26)
Introduction
The motivation for our idea came from watching and listening to mashups of popular song... | Machine Mashups | A Transformer-based approach to song combination | ['Inho Lee', 'James Cai', 'Amanda Lee', 'Kate Nelson'] | [] | ['keras', 'python', 'tensorflow'] | 24 |
11,213 | https://devpost.com/software/vjam-meshtexture | Final Poster
Link to Report and Poster:
https://drive.google.com/drive/folders/1JdhV4eeBJWe39aHnnyULdXeK8emzsdAj?usp=sharing
Link to Presentation:
https://youtu.be/G7IiOw5cbtM
Link to Code (Github):
https://github.com/vikasTmz/DeepTexture/
Old
Project Proposal:
https://docs.google.com/document/d/16Q4TFA0P68jeu... | VJAMMeshTexture: Learning continuous texture representations | Learning a continuous texture representation to capture high-quality textures of 3D data to enable learning of probabilistic generative models for texturing unseen 3D models. | ['Joshua Pierce', 'Moyi Tian', 'Angelina Grosso', 'Vikas Thamizharasan'] | [] | ['3d-future', 'gan', 'google-cloud', 'graphics', 'implicit', 'neural', 'python', 'pytorch', 'texture'] | 25 |
11,213 | https://devpost.com/software/video-clip-generation-from-a-still-image | Video Generation with GANs
Mason Zhang (mzhan104) and Jessie Li (jli277)
Final Reflection
Initial Check-in
Introduction
Generative Video Model
After learning about image classification and image generation with GANs, we were interested in seeing how we could apply similar techniques to the multiple frames of imag... | Video Generation with GANs | Generating realistic video from random vectors in the latent space | ['Jessie Li', 'Mason Zhang'] | [] | ['python'] | 26 |
11,213 | https://devpost.com/software/chef-vgyqzd | Final write-up
https://docs.google.com/document/d/14Zo1c3AaoHkezfAbzESQSCKaawt2m4TOvm7zZ191Uzc/edit?usp=sharing
Visual question answering with recipes
Bojun Lin(blin26), Yichen Chai(ychai3), Peter Lyu(zlyu6)
1.Introduction
In recent years, there have been some efforts to connect recipes and instructions with food i... | Chef | Deep learning for recognizing recipes and food images. | ['Bojun Lin', 'Peter Lyu', 'Yichen Chai'] | [] | ['python'] | 27 |
11,213 | https://devpost.com/software/lipgang | Poster Presentation: Lip-syncing Video Generation
The GANg
Alex W., Robert W., Ethan C.
Project Check-in #1
See this
link
for our first check-in.
Project Check-in #2
See this
link
for our second check-in.
Final Write-up
See this
link
for the write-up.
Poster
See this
link
for our poster.
Gith... | LipGANg | Lip-syncing videos with GANs! | ['Alex Wey', 'ethanmchung Chung', 'Robert Wang'] | [] | ['python', 'pytorch'] | 28 |
11,213 | https://devpost.com/software/flexibly | Final Writeup
Project Outline
Built With
python
tensorflow | Flexibly | Meat-grinder meets calendar. You chuck in everything you need to get done, and it tells you when to do it. | ['Levon Brunson', 'Theo Guerin'] | [] | ['python', 'tensorflow'] | 29 |
11,213 | https://devpost.com/software/sharpienet | Project Poster
Final Deliverables
Quick Links
Final Writeup
https://drive.google.com/file/d/11K4noc6QNwTTFPWkojklPE53AwEmqyZa/view?usp=sharing
Poster (PDF)
https://drive.google.com/file/d/1b9LdoLmhmUKA11fDv94AZE2fKvdSqC-x/view?usp=sharing
Video Link
https://www.youtube.com/watch?v=_fq1ElZK0RM&feature=youtu.be
... | SharpieNet | Sharpie sharpie, make my photo sharp! | ['Elliot Hong', 'Xinzhe Chai'] | [] | ['python', 'tensorflow'] | 30 |
11,213 | https://devpost.com/software/attention-attention | We implemented a published paper about an image caption neural network model that builds on previous conventional transformer models. The paper argues that the decoder of the conventional model has little idea of whether or how well the attention result of the encoder is related to the query, and processes the input as... | Attention, Attention | Reimplementing model that produces summary text of images. | ['Ashley Oelrich', 'Irukode', 'Chihao Sun', 'Hannah Connolly'] | [] | ['tensorflow'] | 31 |
11,213 | https://devpost.com/software/trader-joe-s-fantastic-stock-market-predictor | Trader Joe's Fantastic Stock Market Predictor
Predicting Trading Prices based on COVID-19 Cases
Colin Arwood (carwood), Benjamin Hayes (bhayes3), William Yang (wyang29)
Full Description and Write-up:
https://docs.google.com/document/d/1ny9Vv1ydwrkkWpnBq3ldmTy3gc2p7iBE0xG8U8Z6iCM/edit?ts=5fd2db73
Second Update:... | Trader Joe's Fantastic Stock Market Predictor | Predicting Trading Prices based on COVID-19 Cases | ['William Yang', 'Benjamin Hayes', 'reidarwood Arwood'] | [] | ['numpy', 'python', 'tensorflow'] | 32 |
11,213 | https://devpost.com/software/what-s-the-vibe-twitter-sentiment-analysis-final-project | Final Writeup Document:
https://docs.google.com/document/d/1wwuzLbstVRjDo30qM7a3WN2I9jJa4h4Pe03LxD05AgY/edit?usp=sharing
What’s the vibe? Twitter Sentiment Analysis
Who:
James Pirozzolo: jpirozzo
William Kantaros: wkantar1
Julian Croonenberghs: jcroonen
Introduction: What problem are you trying to solve and why... | What’s the vibe? Twitter Sentiment Analysis | A deep learning sentiment analysis for Twitter posts | ['Julian Croonenberghs', 'William Kantaros', 'James Pirozzolo'] | [] | ['python'] | 33 |
11,213 | https://devpost.com/software/language-detection | Poster!
Inspiration
We both have a passion for Natural Language Processing and believe that it is an emerging field of importance. With NLP being used in HealthCare (Text classification), Advertisements (Sentiment Analysis), and much more, we wanted to create a model that could detect languages given a sample set of ... | Language Detection | Language detection is an increasing field of importance in today's world. We are designing a model that can detect the language given a sample of words in that language. | ['rahulkrishnan9 Krishnan', 'Yifan Ruan'] | [] | ['python'] | 34 |
11,213 | https://devpost.com/software/linformer-self-attention-with-linear-complexity | Linformer Poster
Final Project Writeup
https://drive.google.com/file/d/1IxuMbZ27xPbU_kHZIXTkc1SHVKiMZKiS/view?usp=sharing
Final Project Proposal
https://drive.google.com/file/d/1_AcAvIcNmxo6KV16Xxkxox-aCzUFeRG-/view?usp=sharing
check-in #2:
https://drive.google.com/file/d/1fBC8jSoGQQEBnRALhh5kQC4Mcbc5W6n4/view?us... | Linformer: Self-Attention with Linear Complexity | We are implementing the recently published paper about Linformer, a refined version of the Transformer model. | ['SHIH-CHIEN CHANG', 'Yunyan Zhang', 'Yue Yu', 'Yiyin Zhang'] | [] | ['python', 'tensorflow', 'transformer'] | 35 |
11,213 | https://devpost.com/software/music-generator-by-producer-4040 | MusicBot by Producer 404
Team Member
Haoxue Wu
(hwu47),
Wenjun Ma
(wma20),
Xingyan Wang
(xwang204)
Introduction
Our project is aiming to implement a
music generator
that could generate midi music segments of different genres after training with different datasets of midi music files, which is a stru... | MusicBot by Producer 404 | An Auto Music Segment Generator | ['Xingyan Wang', 'Wenjun Ma', 'Haoxue Wu'] | [] | ['keras', 'music21', 'python', 'tensorflow'] | 36 |
11,213 | https://devpost.com/software/embarassingly-parallel-penguins-change-later | our poster :)
Being able to detect if an image is watermarked is critical to both consumers and owners of images. Consumers do not want to unwittingly use pirated photos for fear of legal ramifications, and the owners of watermarked images want to make sure they have full ownership over who uses their work. In this pr... | Watermark Detection Project | Camille Fougere, Will Glaser, & Sophia Skwarchuk take on the evils of photo piracy | ['wglaser17 Glaser', 'sophiaskw15 Skwarchuk', 'Camille Fougere'] | [] | ['pexels.com.api', 'python', 'watermarkdatasetbuilder'] | 37 |
11,213 | https://devpost.com/software/pretty-please-gxpflv | Our Project Poster!
Pretty Please
A tag and generate model to convert non-polite sentences to polite sentences
LINK TO FINAL WRITEUP:
https://docs.google.com/document/d/1INEgMHabsU6IN-bGZYQpIHL3FjMGQawjQK531PFbLng/edit?usp=sharing
LINK TO OUR SECOND CHECK IN REFLECTION:
https://docs.google.com/document/d/1Lytbi... | Pretty Please | For this project, we will be implementing the style transfer model for natural language processing described by Madaan et al. in Politeness Transfer: A Tag and Generate Approach | ['Ishan Hasan', 'MATTEO LUNGHI', 'Tom Liu'] | [] | ['python', 'tensorflow'] | 38 |
11,213 | https://devpost.com/software/classification-of-alzheimer-s-disease-from-speech-data | See the full report here:
https://docs.google.com/document/d/1VMnBUOWn4IQtvtEyhDbZkonSXV2AYaDNKZF2KxkiBxI/edit?usp=sharing
Introduction
Alzheimer's disease (AD) among other dementias is a leading cause of death worldwide with more than 3 million cases in the US per year. Despite minimal available and effective treat... | Classification of Alzheimer’s Disease from Speech Data | Classification of Alzheimer’s Disease from Speech Data | ['Sierra Rowley', 'Usha Bhalla', 'Ally Zhu'] | [] | ['python'] | 39 |
11,213 | https://devpost.com/software/123-n7okrh | Poster
Initial Proposal
https://drive.google.com/file/d/1_7DkYC4HSeCNP4StOLlne-sD1pcJJGVq/view?usp=sharing
Reflection
https://drive.google.com/file/d/157_krUOA0aj5ToarNhEandfS4JhO3cjZ/view?usp=sharing
Final Report
https://drive.google.com/file/d/1oK4j5EKVQxvIUzS5-5jm2r6EkzTA3jJZ/view?usp=sharing
Example of Gener... | Classical Music Generation with Era Characteristics | This project is to build a automatic generator which can generate pieces of classical music with characteristics corresponded to their eras. | ['Zihan Hu', 'Huiyuan Wu'] | [] | ['python', 'tensorflow'] | 40 |
11,213 | https://devpost.com/software/godeep | poster
GoDeep: Implementing 9x9 Go with self-play only
Idil Cakmur (icakmur), Jason Singer (jsinger2)
GitHub link:
https://github.com/idilcak/GoDeep
Introduction: We are going to reimplement a version of DeepMind’s AlphaGo Zero: “Mastering the Game of Go Without Human Knowledge.”
In 2016, DeepMind built the first... | GoDeep | Implementing 9x9 Go with self-play only | ['Idil Cakmur', 'jsinger562'] | [] | ['python'] | 41 |
11,213 | https://devpost.com/software/bumpy-dim | Present
Future
Introduction
Hello there! Thank you for stopping by.
This little project is a reimplementation of the 2019 paper of Georgios Pavlakos, Nikos Kolotouros, Kostas Daniilidis entitled
TexturePose: Supervising Human Mesh Estimation with Texture Consistency.
Using this framework, we perform model-based... | BumpyDim+ | Dims, with bumps! A reimplementation of TexturePose: Supervising Human Mesh Estimation with Texture Consistency. | ['Anna Swanson', 'Thomas Jenkins', 'Gregory Barboy'] | [] | ['gcp', 'mosh', 'python', 'smpl', 'star', 'tensorflow'] | 42 |
11,213 | https://devpost.com/software/deep-learning-final-project | Submission 1:
https://docs.google.com/document/d/1UyYllZqvfriWtWfUwD3vc_qlJY31R4ay0FBmEcPHouk/edit?usp=sharing
Submission 2:
https://docs.google.com/document/d/1QwVLZAfnSpes5MomWziDvuXwOZMy1XsQs2QSAWikuyM/edit?usp=sharing
Final Submission:
https://docs.google.com/document/d/1bkZhX_s7OfoaywZBHoLenOGjZmIGm942jZqr-bl... | Critical Review Deep Learning Project | Final Project | ['Nicholas Romig', 'kmoy525 Moy', 'Rujul Singh', 'Noelle Jung'] | [] | ['tensorflow'] | 43 |
11,213 | https://devpost.com/software/lstm-networks-on-religious-documents-lstm-nord | LSTM networks on religious documents(LSTM NORD)
Justin Liao (jliao), Isabella Ting (iting2), Deniz Ozturk (fozturk1)
Slides:
https://docs.google.com/presentation/d/1FRIImfS8iA8cFAb8Yd0mnCy5e_nwr3xkSocUOOoQOuQ/edit?usp=sharing
Slides in PDF:
https://drive.google.com/file/d/1vwQKIMi0tKsJd6DvV5iEIGQtPeTtPLvL/view?... | LSTM networks on religious documents (LSTM NORD) | Training LSTM Neural Networks on religious documents for text generation. | ['isabellating', 'Justin Liao'] | [] | ['python', 'tensorflow'] | 44 |
11,213 | https://devpost.com/software/automatic-poetry-generation-provisional | Abby Goldberg (agoldb10) and Erika Bussmann (ebussman)
Final Report:
https://docs.google.com/document/d/1G9jImDtC_X1oaJIdZRvF9-XvaflpqD65rhKSxjLVH0A/edit?usp=sharing
Github:
https://github.com/ecbussmann/CS1470-Poetry-Generation
Check-in #2:
https://docs.google.com/document/d/1BUr0I5aofUMASVy_ZppSQek0v03zvz0oZ... | Deep Thoughts: Generating Poetry from Non-Poetic Text | Automatically generate poetic text from standard prosaic text | ['Erika Bussmann', 'Abby Goldberg'] | [] | ['python', 'tensorflow'] | 45 |
11,213 | https://devpost.com/software/yolo-bridge | Yolo Bridge: Mapping vehicle loads to bridge by using object detection based on Yolov4
Title:
Mapping vehicle loads to bridge by using object detection based on Yolov4
Our Team:
Yijia Zhang, Sijie Ding, Canjie Sun, Teresa Amor
Introduction
Bridges and skyways are common components of our transportation system. T... | Yolo Bridge | Implement YOLO4 to our own training/developing/testing dataset | ['Yijia Zhang', 'Teresa Amor', 'canjie sun', 'Sijie Ding'] | [] | ['github'] | 46 |
11,213 | https://devpost.com/software/deepwiff | DeepWIFF Poster
Link to our outline:
https://docs.google.com/document/d/1RtQbldq0oNPXdXjsdcTnuzuS8FuCwf5GLE7WQ9u0Qw8/edit?usp=sharing
Link to our reflection:
https://docs.google.com/document/d/1agO9kere4Fz6oB7aJevTnws2Z8I7wRltP31W7DVSeME/edit?usp=sharing
Link to our final project writeup:
https://docs.google.c... | DeepWIFF | A Hybrid Machine Learning Parameterization of Wave-Induced Sea-Ice Floe Fracture | ['Shreyas Rao', 'Jacob R DiChiacchio', 'tejstead Stead'] | [] | ['python'] | 47 |
11,213 | https://devpost.com/software/motion-of-the-ocean | Our poster!
Our humanoid agent attempts a backflip.
Team members
Lucas Schroeder, Peter Zubiago, Chris Luke
Final Write Up
Check out the Google Docs version of out final write-up at the link below! (Same content as this Devpost)
https://docs.google.com/document/d/1fAVw1Tmg5h6_0Iuz13tIqhkI46XcPP_qetUk0hGP22w/edit
... | Motion of the Ocean | Use reinforcement learning to train a visual model to move naturally like a human | ['zubiagop129 Zubiago', 'chrisluke', 'Lucas Schroeder'] | [] | ['pybullet', 'python', 'tensorflow'] | 48 |
11,213 | https://devpost.com/software/wow-i-love-that-detecting-sarcasm-with-transformers | Link to initial outline:
https://docs.google.com/document/d/1iSUsoalGjkg9HPrvfox04SRNjVivmK1YeJadj9lGpIA/edit?usp=sharing
Link to final writeup:
https://docs.google.com/document/d/1J6jvg6e7gKWJIAhy0Jxlzlas6e7vJi9NQjp66XP3sO4/edit?usp=sharing
Built With
tensforflow | Wow, I love that: detecting sarcasm with neural networks | Detecting whether a comment on social media is sarcastic is a difficult task. We were interested in using deep learning and neural networks to determine if a social media comment is sarcastic. | ['Jacob DiSpirito', 'Charles Cutting', 'Ariana Barzinpour'] | [] | ['tensforflow'] | 49 |
11,213 | https://devpost.com/software/optimizer-3 | Poster for our project
For inspiration, we looked at a lot of DL papers and found this one that we all thought was really cool!
This model essentially contains a neural network that learns to optimize another neural network as opposed to using the standard optimizers (Adam, SGD, etc...)
This is the link to our final... | Optimizer^3 | Implementing an existing paper that provides an architecture for LSTM based meta-learning. | ['Chace Hayhurst', 'Dichuan Gao', 'Alexander Brown', 'Alexander Young'] | [] | ['python', 'tensorflow'] | 50 |
11,213 | https://devpost.com/software/deep-image-clustering-of-mars-orbital-survey-deimos | Deep Image clustering of Mars Orbital Survey (DeIMOS)
Project Members: George Hu (ghu5), Joe Han (qhan3), Lee Ding (lding9)
{Final Report Document Link: Google Docs}
Introduction:
As humans turn their sights towards exploring worlds beyond the realm of Earth, understanding the landscape of interstellar objects will... | Deep Image clustering of Mars Orbital Survey (DeIMOS) | Clustering of Martian surface image data from NASA's HiRISE. | ['Joe Han', 'George Hu', 'Lee Ding'] | [] | ['python', 'tensorflow'] | 51 |
11,213 | https://devpost.com/software/nlp-oncology | Poster
Final Writeup:
https://docs.google.com/document/d/1IUPp1mVCuhfYOXJhnd4QmvTWatmi6hZgFMIXmtXFO0E/edit?usp=sharing
Built With
keras
python
tensorflow | NLP Oncology | Predicting the presence of cancer and cancer status through natural language processing | ['spenCM Cheleden', 'Ella Liang', 'Yunxin Deng', 'Jasrine Dham'] | [] | ['keras', 'python', 'tensorflow'] | 52 |
11,213 | https://devpost.com/software/bluenose-c0bpaz | DL Final Project
Final Writeup
Title: BlueNose
Who: William Hayward (whayward), Christos Michealides (cmichae4), Kaan Ozulkulu (kozulkul)
Introduction: Write a deep learning model to classify the smell of a molecule.
We are entering
this
challenge. We came across the challenge and found the problem really uniqu... | BlueNose | A deep learning model to classify the smell of a molecule. | ['Will Hayward', 'Christos Michaelides', 'kaanozulkulu'] | [] | ['python', 'tensorflow'] | 53 |
11,213 | https://devpost.com/software/stock-market-prediction-with-lstms | Link to Final Writeup
Link to Reflection
Link to Proposal
Link to Poster
Link to Powerpoint for Video
Built With
python
tensorflow
Try it out
github.com | Stock Market Prediction with LSTMs | We implement a paper that performs stock market prediction with three different neural networks using LSTM: single LSTM, stacked LSTM, and attention LSTM. | ['Chun Park', 'ubhetuwal', 'Hakan Samli'] | [] | ['python', 'tensorflow'] | 54 |
11,213 | https://devpost.com/software/improve-icu-prediction-tasks-using-clinical-notes | Improving ICU In Hospital Mortality Prediction Poster
GITHUB LINK
PAPER LINK
Built With
pytorch
tensorflow
Try it out
github.com
docs.google.com | Improve ICU Prediction Tasks Using Clinical Notes | With the current pandemic hospital management is extremely important. We implement a model to help aid hospital management by attempting to predict in hopital mortality of a set of patients. | ['Solomon Boukman', 'Neal Mahajan', 'Drake Wilde'] | [] | ['pytorch', 'tensorflow'] | 55 |
11,213 | https://devpost.com/software/stonks-7p5n9s | Outline
Mid Project Report
Final Writeup/Reflection
Built With
python
tensorflow
Try it out
github.com | Stonks | Using stock history and Twitter sentiment analysis to predict weekly changes in stock price. | ['Benjamin Givertz', 'Georgia Gallant', 'Jack Dermer'] | [] | ['python', 'tensorflow'] | 56 |
11,213 | https://devpost.com/software/deep-codi-coronavirus-diagnostic | DeepCodi Poster
Final Deliverables
Poster:
pdf
|
ptx
Write-up:
pdf
Video:
link
Code:
github
Project Check-Ins
Checkin-1 (Proposal):
link
Checkin-2 (Reflection):
link
Initial and final checkin were Zoom/signup only.
Note: Brown accounts should have access to all links. If you require access and... | DeepCodi | Coronavirus Diagnosis Using Deep Neural Networks | ['Matthew Rodrigues', 'Adam Berkley', 'Chris Cataldo', 'Aaron Wang'] | [] | ['keras', 'python', 'tensorflow'] | 57 |
11,213 | https://devpost.com/software/team-ankylosaurus | Poster
GIF
Not an Ankylosaurus
Point2Mesh: Turning Point Clouds into Meshes with Neural Networks
This is a reimplementation of
Point2Mesh: A Self-Prior for Deformable Meshes
by Rana Hanocka, Gal Metzer, Raja Giryes and Daniel Cohen-Or. It uses convolutional neural networks (adapted for meshes) to shrink-wrap me... | Team Ankylosaurus | Using CNNs to fit meshes to point clouds. | ['David Charatan', 'Solon James', 'Grace Deng'] | [] | ['python', 'tensorflow'] | 58 |
11,213 | https://devpost.com/software/deep-f-an-adventure-into-less-is-more | Deep F: An Adventure Into Less is More
*
Who: *
kflynn6, hgross3, spate116
Introduction:
What problem are you trying to solve and why?
We, as students of 1470, hate hyperparameter tuning. Deep methods of solving classical problems have often shown themselves to be inefficient in many regards such as with data, ... | Deep F: Growing Deeper Roots | Merging Deep Neural Networks & Random Forests :) | ['Shalin Patel', 'Hannah Gross', 'Kyran Flynn'] | [] | ['pytorch'] | 59 |
11,213 | https://devpost.com/software/deepkart64 | Digital Poster
DeepKart64
The Deep Rats: Raj Paul, Kyle Reyes, Floria Tsui, Nick Young
Quick Links
Check-in #2: Reflection
Final Write-up
Runs
Initial Check-in
Introduction
Our project centers around reimplementing the following paper, perhaps with a few variations:
http://cs231n.stanford.edu/reports/2017/... | DeepKart64 | Reinforcement learning neural network that plays Mario Kart 64. | ['n-young Young', 'Raj Paul', 'Floria Tsui', 'Kyle Reyes'] | [] | ['python'] | 60 |
11,213 | https://devpost.com/software/geoyessir | Few Shot Learning with LSTMs for Image Classification
Summary:
Few shot imputation from images
Who:
Justin Sanders (jsander8), Gus VanNewkirk (gvannewk), AM (amadoff)
Final Write-up
https://docs.google.com/document/d/1NVUx_CA6yRacuCqD_Ykr-3Tg5vDAHwHg8cAOWtWUVew/edit?usp=sharing
Introduction:
Humans are very ... | Few Shot Learning with LSTMs for Image Classification | Few shot learning for image classification | ['Justin Sanders', 'A M', 'Gus VanNewkirk', 'gvannewk Vannewkirk'] | [] | ['cifar-10', 'cifar-100', 'mnist', 'numpy', 'python', 'tensorflow'] | 61 |
11,213 | https://devpost.com/software/time-series-classification-hierarchical-attention-with-tcn | Timeseries Classification with HA-TCN for Stress Levels
Julia Windham, Jacob Zeldin, and Juan Muneton
Code:
https://github.com/jwindha1/dl-final/tree/main/model
Final Paper:
https://github.com/jwindha1/dl-final/blob/main/deliverables/CSCI_1470__Final_Write_Up.pdf
Introduction
With the increase of people ... | Timeseries Classification with HA-TCN for Stress Levels | - This project aims at developing an end-to-end hierarchical attention based temporal convolutional network (HA-TCN) to classify stress levels | ['Juan David Muneton', 'Julia Windham', 'Jacob Zeldin'] | [] | ['keras', 'python', 'tensorflow'] | 62 |
11,213 | https://devpost.com/software/classifying-cardiac-arrhythmias-using-spectral-imaging | Poster
Inspiration
What it does
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for Classifying Cardiac Arrhythmias using Spectral Imaging
hi
Built With
python
pytorch
Try it out
drive.google.com
github.com | Classifying Cardiac Arrhythmias using Spectral Imaging | Can different types of arrhythmias be classified simply by investigating the spectrogram of the signal? | ['William Rudman', 'Jack Merullo'] | [] | ['python', 'pytorch'] | 63 |
11,213 | https://devpost.com/software/transformers-for-music-generation | Final Poster
Inspiration
Inspired by
Music Transformer: Generating Music with Long-Term Structure
.
What it does
Creates musical pieces using sequence based language modeling.
Documents
Outline
11/23 Reflection
12/11 Final Write-Up
GitHub Repo
https://github.com/gbramleysimmons/musictransformers
Built Wit... | Transformers for Music Generation | Creating new musical pieces using sequence based modeling! | ['Dante Rousseve', 'Joseph Feinstein', 'Ryan Sawyer', 'Grace Bramley-Simmons'] | [] | ['python'] | 64 |
11,213 | https://devpost.com/software/deepratracer | Project
Built With
python | [OBSOLETE - CAN DELETE] | Reinforcement learning neural network that plays Mario Kart 64. | ['n-young Young', 'Floria Tsui', 'Raj Paul', 'Kyle Reyes'] | [] | ['python'] | 65 |
11,213 | https://devpost.com/software/shallow-residual-network-for-image-classification | Poster
Introduction
In our project, we are trying to solve the problem of image classification using the Residual Network (ResNet), which was first defined in a paper written by the Microsoft Research team in 2015. The objective of the paper is to solve the problem of degradation in Deep convolutional networks that d... | Shallow Residual Network For Image Classification | Implementation of the ResNet for Image Classification | ['Yingjie Xue', 'Min Seong Kang'] | [] | ['python', 'tensorflow'] | 66 |
11,213 | https://devpost.com/software/deep-yelping | Final Write Up
Title: Deep Yelping
Contributors:
Sara Syed, Abby Dichter, Cameron Wenzel, Micah Bruning
Introduction:
We are implementing a new idea using common sentiment analysis methodology. Our goal is to create a model that predicts whether a Yelp rating of a particular business is positive or negative given ... | Deep Yelping | This is our Deep Learning Final project outline! | ['cameronwenzel Wenzel', 'sarasyed00 Syed', 'Micah Bruning', 'abbydichter'] | [] | ['python'] | 67 |
11,213 | https://devpost.com/software/picky-eats | Poster.jpg
Team name
: Picky Eats
Team members
: Brandon Lee (blee50), Erica Li (eli32), Daniel Chey (dchey), Seo Hyun (Lina) Lim (slim20)
Link to final writeup:
https://docs.google.com/document/d/1tzTBKWyCsBqHq3XANWRGun_nJw_EWb98IBHwf-t_xis/edit
Checkin 1:
Introduction:
The current problem we have is that in... | Picky Eats | Predicting Yelp Restaurant Ratings with Photos! | ['Seo Hyun (Lina) Lim', 'Daniel Chey', 'Erica Li', 'Brandon Lee'] | [] | ['gan', 'python', 'resnet', 'tensorflow'] | 68 |
11,213 | https://devpost.com/software/vocal-isolation | Vocal Isolation Poster
Title
Vocal Isolation (VISO)
Who:
Names and logins of all your group members. Take credit for your awesome work!
Aaron Jennis (aj62), Ben Hurd (bhurd1)
Introduction
While humans are quite adept at separating different sounds from a musical signal (vocals, individual instruments, etc.), com... | Vocal Isolation | Making a model that, given a song or recording, can isolate, extract, and output the vocals of the song with as little interference from background noise as possible! | ['Benjamin Hurd', 'aaronjennis Jennis'] | [] | ['tensorflow'] | 69 |
11,213 | https://devpost.com/software/jkjk | Poster
Link to Final Writeup
This is the
link
to the final write up.
The content below comes from our first deliverable. Please refer to the final write up to get most updated details about this project.
Introduction
We are trying to create a model which can provide an accurate natural language answer given a... | JKJK | A Re-Implementation of Visual Question Answering | ['Linghai Liu', 'Jacob Yu', 'Jayden Yi', 'yangyuegly Yang'] | [] | ['python', 'tensorflow'] | 70 |
11,213 | https://devpost.com/software/peglegs | poster!
Link to
final write-up
Deliverables attached as pdf
Built With
python | Bringing Emotion Back into Sentiment Analysis | Implementing this paper: https://arxiv.org/pdf/1911.12569.pdf | ['Clive Johnston', 'Damian Wasilewicz'] | [] | ['python'] | 71 |
11,213 | https://devpost.com/software/classifying-political-party-from-politician-s-tweets | Final poster!
FINAL WRITEUP:
https://docs.google.com/document/d/1omnaIRDWEFFSQLKWeTE0cEhFFKxWUtjcltSD3JBSNJQ/edit#
Built With
python | Classifying Political Party from Politician’s Tweets | We will be using recursive neural networks to detect and classify political ideologies. | ['Sarah Bawabe', 'Laura Wilson', 'Connor Johnson', 'anjalimohan0104'] | [] | ['python'] | 72 |
11,213 | https://devpost.com/software/instagram-on-the-dl | By: Eyal Levin and Tali Bers
Introduction:
Despite the popularity of Instagram, instagram captions are confusing and often have nothing to do with the photo. Some captions “make sense” for the photo, and others don’t, and for humans this distinction can be pretty obvious in many cases. so we set out on a journey to d... | Instagram on the DL | Generate captions for instagram | ['Tali Bers', 'Eyal Levin'] | [] | ['python'] | 73 |
11,213 | https://devpost.com/software/image-captioning-with-deep-learning | Poster
Introduction:
Paper Name: The Role of Attention Mechanism and Multi-Feature in Image Captioning
link
Paper objectives:
Develop a novel approach for multi-feature image captioning.
Compares two different approaches for image captioning using BLEU score.
Report Link:
https://docs.google.com/document/d/1... | Image Captioning with Deep Learning | Comparison between LSTM and attention model for image captioning | ['Aakansha Mathur', 'Hiloni Mehta'] | [] | ['google-cloud', 'python'] | 74 |
11,213 | https://devpost.com/software/gutout | Introduction
A recently proposed data augmentation, Cutout, has been shown to improve performance of deep learning models on several image classification tasks. However, this method relies on randomly cutting out sections of the input images, without any consideration of the model that is training on them. This can le... | Gutout | In this work, we propose an improved version of Cutout, which utilizes per-pixel importance scores created by a model interpretability method, Grad-CAM. We call this method Gutout. | ['Benjamin Bodner', 'Shiqin Yan', 'Esther Choi', 'Shiqin Yan'] | [] | ['python', 'pytorch'] | 75 |
11,213 | https://devpost.com/software/predicting-political-party-affiliation-using-tweets | Poster
Predicting Political Party Affiliation Using Tweets
Marina Triebenbacher (mtrieben)
Rachel Yan (ry22)
Zachary Mothner (zmothner)
Find our final writeup here:
https://docs.google.com/document/d/1O7AxPipTLktGYl2PvFXN18ok87yBWgHjhyUGj_Jld44/edit?usp=sharing
In this project we will be implementing a Deep Learni... | Predicting Political Party Affiliation Using Tweets | In this project we will be implementing a Deep Learning Neural Network Algorithm to predict Twitter users’ political affiliations using a singular tweet. | ['Rachel Yan', 'Marina Triebenbacher', 'Zachary Mothner'] | [] | ['python'] | 76 |
11,213 | https://devpost.com/software/to-be-deepfake-or-not-to-be-deepfake | What it does
DeepFake Detection :)
Final Write-up:
https://docs.google.com/document/d/1nXXpM4yw0Q7yAp-HDl33RcPxoMta4h2tWkknaFhWaKs/edit?usp=sharing
Check-ins #1 and #2:
https://docs.google.com/document/d/1BAY3UMKmvsf26jde6N-sxMrCtT4gQufT9EtrC23W6Nc/edit?usp=sharing
Built With
gcp
keras
python
pytorch
tensorf... | To be DeepFake or not to be DeepFake | Deep fake detection using deep learning | ['Monica Roy', 'Jefferson C. Bernard', 'Nastassia Goodson', 'Huy Pham'] | [] | ['gcp', 'keras', 'python', 'pytorch', 'tensorflow'] | 77 |
11,213 | https://devpost.com/software/traffic-sign-classification-and-detection | Title: The Detection & Classification of Traffic Signs using Convolutional Neural Networks
Who: Sahil Bansal (sbansa12), Shreyas Raman (ssunda11), Emily Zhang (ezhang52)
Paper:
https://www.researchgate.net/publication/311610541_Traffic-Sign_Detection_and_Classification_in_the_Wild
Final Writeup:
https://docs.goo... | Traffic Sign Classification and Detection | Traffic Sign Classification and Detection | ['Sahil Bansal', 'Shreyas Sundara Raman', 'Emily Zhang'] | [] | ['python', 'tensorflow'] | 78 |
11,213 | https://devpost.com/software/classifying-fonts-with-neural-network | Proposal
https://docs.google.com/document/d/16msL2Sv35ufzJNNSD1hM6p2_FkRwHkXF14bdl12AziE/edit?usp=sharing
Checkpoint
https://drive.google.com/file/d/1m4ZIlEs4DPBcjOfTI9UADanzTLWMUD6H/view?usp=sharing
Final Write Up
https://docs.google.com/document/d/1zUNrvYLe4Dor0CNld4e-t8WcZCb4VdD2vWDdPhmyi4k/edit?usp=sharing
... | Classifying fonts with neural network | Classifying fonts with neural network | ['Lan Wei', 'Zhouqi Gong', 'Baokun Huang', 'yanze liu'] | [] | ['python'] | 79 |
11,213 | https://devpost.com/software/dl-fall-flat | Knowledged-GPT2 Poster
Title
Communication with GPT-2
Who
Yuanqi Li (yli322), Yifan Jiang (yjiang79), Weike Dai (wdai8), Zhe Hu (zhu24)
Introduction
From what we have learned in class, we know that we could use GPT-2 to generate conversations, however, we have a significant problem that the GPT-2 could not genera... | Knowledged-GPT2 | Transfers the input sentences given from human users to some more structured and detailed paragraphs, which could enhance the performance of conversation generation of GPT-2. | ['Yifan Jiang', 'Weike Dai', 'Yuanqi Li', 'Zhe Hu'] | [] | ['python'] | 80 |
11,213 | https://devpost.com/software/bachpropagation-ok9dgv | Project Title
BACHPropagation
Group Members:
Luke Eller leller1
Xinru Li xli115
Kim Brown kbrown18
Carter Cobb ccobb1
Final Writeup
https://docs.google.com/document/d/1ivkVeF145PM3V48ImKEVPc0imCtunmMKpXZT5suCxYw/edit?usp=sharing
Introduction
We are trying to solve the problem of generating art -- specifically mu... | BACHPropagation | Generating music with harmony and structure using RNNs trained on a classical music corpus. | ['Carter Cobb', 'xinruviolas Li', 'Luke Eller', 'Kimberly Brown'] | [] | ['python', 'tensorflow'] | 81 |
11,213 | https://devpost.com/software/woba-boba-baby-yodas | Poster
Our Deep Learning 2020 Project
Title: Predicting Effectiveness of Defensive Shifts for MLB At-Bat Scenarios
Team name: Woba Boba Baby Yodas
Who:
Rishi Jain (rjain11), John Graves (jgraves1), Phil Yang (pyang7), Prashanth Ramireddy (pramired)
Our Devpost submissions hasn't always worked properly. Sometime... | woba boba baby yodas | Our 2020 DL Project | ['jgraves123 Graves', 'Phillip Yang', 'Rishubh Jain'] | [] | ['python', 'tensorflow'] | 82 |
11,213 | https://devpost.com/software/emotion-in-motion | Poster
Final Writeup:
link
GitHub Repo:
link
Built With
numpy
python
tensorflow
Try it out
docs.google.com
docs.google.com
docs.google.com
github.com | Emotion in Motion | Speech Emotion Recognition Using Attention-Based Fully Convolutional Neural Network | ['Matan Gans', 'ptheodores', 'grusu6928 Rusu'] | [] | ['numpy', 'python', 'tensorflow'] | 83 |
11,213 | https://devpost.com/software/blink-1470 | Team Members
David Moon (dmoon8), Johnny Ren (jren22), Clara Guo (cguo21)
Introduction
Link to final
reflection
Link to
poster
Classification and Model Interpretability
After learning about interpretable CNN models in class, we were interested in applying one to a dataset where interpretable CNNs have not b... | The Sound of Music | Creating An Interpretable CNN Model for Audio | ['David Moon', 'Clara Guo', 'johnny-ren'] | [] | ['gcp', 'keras', 'librosa', 'python', 'streamlit', 'tensorflow'] | 84 |
11,213 | https://devpost.com/software/vastum-photographers | Poster
Introduction
With accelerating development in manufacturing and E-commerce, our society is now faced with an ever-growing amount of waste, much of which goes abandoned without being recycled and reused. This leads to tremendous loss of resources and even more hostile conditions for our environment, causing pol... | WasteNet for Waste Classification | Using deep learning neural networks to classify wastes | ['Top Piriyakulkij', 'Yutang Liu', 'HarryWang355 Wang', 'IreneYiran Wang'] | [] | ['python', 'tensorflow'] | 85 |
11,213 | https://devpost.com/software/image-coloring | Who are we
Kaki Su
Kota Soda
March Boonyapaluk
Miku Suga
Inspiration
See
link
for where we got our inspiration.
Poster
See
link
for poster.
Presentation
See
link
for Presentation.
Final Write Up
See
link
for writeup.
Check in 1
https://docs.google.com/document/d/1u2YLN_17fEUXl26gTHrPXPtTsDE... | Image COLORing | Coloring black and white images! | ['Kota Soda', 'Kaki Su'] | [] | ['python'] | 86 |
11,213 | https://devpost.com/software/an-image-is-worth-16x16-letters-by-sami-and-the-bou-s | Final Poster
An Image is Worth 16x16 Letters
By Dhruv Kharabanda (dkharaba), Jon Kim (jkim377), Sami Bou Ghanem (sboughan), and Serge Berlin (sbelin)
Final Writeup
Here is a link to the final writeup:
https://docs.google.com/document/d/1Oxhb8DjVQXeZDL4f3XCTcVHo1KMe48VPqEEy61HS2hc/edit
Project Check-in #1
Introd... | An Image is Worth 16x16 Letters, by Sami and the Bou's | Reinventing state of the art American Sign Language recognition | ['Jon Kim', 'Dhruv Kharabanda', 'Serge Belin'] | [] | ['keras', 'python', 'scikit-learn', 'seaborn', 'tensorflow'] | 87 |
11,213 | https://devpost.com/software/eyelearner-li7xqs | CS2470 Final Project Poster
Eyelearner: Characterizing High-speed Link with Deep Learning Model
link to the final project report
Built With
python | Eyelearner | CSCI 2470 Final ProjectUse machine learning method to characterize the high speed link | ['Kangping Hu', 'Xiaoyu Lian'] | [] | ['python'] | 88 |
11,213 | https://devpost.com/software/glorious-ghibli-generation | Oral Presentation
:
https://youtu.be/Xm1v4L5qOcI
Poster
:
https://docs.google.com/presentation/d/1FePfaVi07c1QtDXjnMak4cFasuuT9sa3RtH1vN05Oyc/edit?usp=sharing
Final Write-up
:
https://docs.google.com/document/d/1i0tiem_6-IsJXpxYPN604SRDo_zywTPekJL1cOsL8MM/edit?usp=sharing
Sample Audio Outputs
:
https://... | Glorious Ghibli Generation | Producing Some Cool Computer Generated Ghibli Tunes | ['Gavin Lee', 'Andrew Kim'] | [] | ['python', 'tensorflow'] | 89 |
11,213 | https://devpost.com/software/a-persona-based-neural-conversation-model | Poster
Link to final writeup
Link to HD poster
Link to midpoint reflection
Link to initial proposal
Built With
keras
pandas
python
tensorflow | A Persona-Based Neural Conversation Model | A conversation model that incorporates human-like behaviors in its responses. | ['Sally Chen', 'Yuxiao Cui', 'Mindy Li'] | [] | ['keras', 'pandas', 'python', 'tensorflow'] | 90 |
11,213 | https://devpost.com/software/whweoh | Poster for Exemplary Learning
Exemplary Learning
The 4th Floor:
Victor Mora, Thomas Summe, William Zhang
Introduction
Deep learning is often touted as mimicking the structure of a human brain. In reality, more complicated networks lose that resemblance and the process of decision making becomes obfuscated behind ... | Exemplary Learning | Emulating the brain using Prototypes and Exemplars | ['William Zhang', 'Victor Mora', 'Thomas Summe'] | [] | ['keras', 'mnist', 'python', 'tensorflow'] | 91 |
11,213 | https://devpost.com/software/drl-for-automated-portfolio-management | Poster
[Poster]
[Video]
[Final Write-Up]
Check in #2
Who
Adam Wang, Andrew Yuan, Sean Zhan, Paul Zhou
Introduction
Profitable automated stock trading strategy is vital to investment companies and hedge funds. It is applied to optimize capital allocation and maximize investment performance, such as expected retu... | DRL for Automated Portfolio Management | We will design a Deep Reinforcement Learning agent to automate stock trading. | ['Adam Wang', 'Paul Zhou', 'Sean (Xiao) Zhan', 'andrewsijieyuan'] | [] | ['tensorflow', 'yfinance'] | 92 |
11,213 | https://devpost.com/software/sound-classification-for-hazardous-environmental-sound | Poster Presentation!
Sound Classification for Hazardous Environmental Sound
Final Writeup:
https://docs.google.com/document/d/12B52WLIKm95Q410JS_OTwclFybrRWl8ro4igjsAxbQ0/edit?usp=sharing
Poster Presentation Link (higher quality PDF):
https://drive.google.com/file/d/1B9YzE2khYVcM3XuqOYg4pHeZnbbinnZh/view?usp=sha... | Sound Classification for Hazardous Environmental Sound | Reimplementation (with creative free license) of a paper using a CNN-LSTM deep learning neural network to classify environmental (non-speech) sounds as hazardous or non-hazardous. | ['Melissa Cui', 'Mary Lou', 'Leila Kim', 'KarasuY'] | [] | ['colab', 'librosa', 'numpy', 'python', 'tensorflow'] | 93 |
11,213 | https://devpost.com/software/metabert | Teleports to Our Report, Github Repository, Presentation, and Poster
Click
Effectiveness of Meta-Learning with BERT
to our report.
Click
MetaBERT
to our Github repository.
Click
here
to our presentation.
Click
here
to our poster.
Enjoy!
Effectiveness of Meta-Learning with BERT
Tian Yun, Sinan Peh... | Effectiveness of Meta-Learning with BERT | To examine the effectiveness of SOTA meta-learning algorithms on top of pre-trained language model (i.e. BERT) on natural language understanding tasks and further on multimodal tasks | ['Tian Yun', 'sinanspd Pehlivanoglu', 'gaurav-sharma-113 Sharma'] | [] | ['python', 'tensorflow'] | 94 |
11,213 | https://devpost.com/software/placeholder-w6p0ht | Poster
Pong
Cartpole
Final Write-Up Report
Poster
Pong Video Demo
Cartpole Video Demo
Value Distribution Evolution Demo (Pong)
Inspiration
The outline that you submit/write-up to Devpost should contain the following:
Title: Reinforcement Learning with Value Distributions
Team
Simon Shnagqun Yu, Hanyu Liu, B... | Reinforcement Learning with Value Distributions | Reinforcement Learning with Value Distributions | ['Eric Hsiung', 'Hanyu Liu', 'Shangqun Yu', 'Bowen He'] | [] | ['gym', 'python', 'tensorflow', 'tf-agents'] | 95 |
11,213 | https://devpost.com/software/gpt-0-3 | FINAL WRITEUP:
https://docs.google.com/document/d/1TMRQT9kbuCvAqjX-ckGDgZ0BDu44d18HbgRZ6KIu-QI/edit?usp=sharing
Title: GPT-0.3
Who: Chris Avalos (cavalos1), John Fay (jfay1), John Zhou (jzhou43)
Introduction: We plan to re-implement the latest version of GPT (GPT-3) based on the three GPT-papers, on a much smalle... | GPT-0.3 | A language model based off of the GPT models (1,2, and 3) | ['johnfay11 Fay', 'cavalos21 Avalos', 'John Zhou'] | [] | ['tensorflow'] | 96 |
11,213 | https://devpost.com/software/lstockmarket-predictions | Title: LSTockMarket Predictions
Team: Dylan Brady (dbrady), Armaan Dhillon (adhillo4), Filip Kierzenka (fkierzen)
Introduction
We will train an RNN regression model with LSTMS to see if we can predict the opening prices of stocks
Related Work
We came across a paper that tried using LSTMs to predict the opening sto... | LSTockMarket Predictions | See how well we can predict the opening price of stocks using LSTM cells in a RNN. | ['Filip Kierzenka', 'Dylan Brady', 'Armaan Dhillon'] | [] | ['python', 'tensorflow'] | 97 |
11,213 | https://devpost.com/software/ishara | Poster
ishara
Final Writeup
https://docs.google.com/document/d/1qc4dv9OIP-N8LYkR5_jE1z-vDzRCXuX1Lwvw0cB01pc/edit?usp=sharing
Title
Ishara (Arabic/Urdu word for the English word ‘Sign’)
Who
Moustafa Makhlouf (mmakhlou), Fatimah Alshaikh (falshaik), Muhammad Haider Asif (masif)
Introduction
Although there are es... | Ishara | Arabic sign language translation model | ['Moustafa Makhlouf', 'Fatimah AlShaikh', 'Muhammad Haider Asif'] | [] | ['numpy', 'python', 'tensorflow'] | 98 |
11,213 | https://devpost.com/software/detecting-early-onset-of-depression-from-social-media-text | Final Write-Up Link:
https://docs.google.com/document/d/16SOkOwfUA-wuvmECFWu3KKF-nfqQ-gjApSYHD-uW0uA/edit?usp=sharing
~~~~~~~~~~~~~~~~~~~~~~~~ Checkpoint 1 ~~~~~~~~~~~~~~~~~~~~~~~~
Introduction
The paper we chose to replicate seeks to develop a structural prediction model that can detect early onset of depression... | Detecting Early Onset of Depression from Social Media Text | We are reimplementing a neural network architecture that can detect the early onset of depression through users’ social media text. | ['Kalvin Lam', 'Sarah Branse', 'TzuHwan Seet', 'Andrew Liu'] | [] | ['python', 'tensorflow'] | 99 |
11,213 | https://devpost.com/software/seq2seq-improvement-seqers | Poster
First Reflection:
https://docs.google.com/document/d/1myS7eS2AcX6kqPBhNHhxbnTlUAWfYyJqkBPLMwNLC2g/edit
Final Writeup:
https://docs.google.com/document/d/1tkl9Uom8g6QsCYbC6gcMg2hbnxnmotpINvUN0IjBVj4/edit?usp=sharing
Presentation:
https://www.youtube.com/watch?v=_3DTlOA51Xc&feature=youtu.be
Code Reposit... | Seq2Seq Improvement Seqers | Improving RNN seq2seq model with attention mechanism and scratchpad mechanism | ['Brynn Chernosky', 'srockhil', 'jackwebster Webster'] | [] | ['keras', 'python', 'tensorflow'] | 100 |
11,213 | https://devpost.com/software/minesweeper-ogjcq3 | We train a Minesweeper solver in a supervised learning fashion with DNN. Please check the following links for videos, posters, and writeups.
Oral presentation
https://www.youtube.com/watch?v=relWi1_cGoA
Final report:
https://docs.google.com/document/d/1gVKpW4PxELbyKKCYk0zPtbkX_A8HGNW_XJjSpgQwC0s/edit
Digital pos... | MineSweeper | A MineSweeper Genius. | ['Yuchen Zhou', 'Wei Li'] | [] | ['python', 'tensorflow'] | 101 |
11,213 | https://devpost.com/software/bone-suppression-on-x-ray-images-and-classification | Poster of our results
Introduction
Modern technological advances have fundamentally changed the intersection between medicine and computer science. Through the fields of artificial intelligence (machine/deep learning), computational models have become valuable tools for both data analysis and classification. In this ... | Bone Suppression Removal on X-Ray images and Classification | A full X-Ray classification pipeline which consists of removing bone shadows from the X-Rays followed by a classification problem on x-ray images of different diseases | ['Nasheath Ahmed', 'Mohamad Abouelafia', 'aaoun00'] | [] | ['keras', 'matplot', 'python'] | 102 |
11,213 | https://devpost.com/software/artificially-deep-learning-machines | See the poster (higher quality, zoomable, and with the animated GIFs) on Google Slides at the link in the description below!
Title:
Agent of Capitalism
Designing a simple agent to collect coins and attack opponents
Poster (with animated GIFs!):
https://docs.google.com/presentation/d/14aqBrEfeqA5ZnwtBVUfIzenN6ti2b... | Agent of Capitalism | We will design an agent that operates on a simple 2D top-down dungeon map, collecting coins while avoiding or attacking a simple automated opponent. | ['Andrew Cooke', 'Maxime Hendrikse Liu', 'longqdo Do', 'Daniya Seitova'] | [] | ['python', 'tensorflow'] | 103 |
11,213 | https://devpost.com/software/predicting-bitcoin-transactions-using-dl | Crypto-Predicto Poster
Paper
Click Here for Bitcoin (paper)!
Inspiration
Fraud detection in transactional data
What it does
Predicts whether two cryptocurrency accounts should or should not have a transaction
How I built it
Using tensorflow and python applied on public transactional blockchain data.
Challenges... | Crypto Predicto: Predicting Bitcoin Transactions using DL | Reimplementation of a paper, using random walks and word2vec on graphs to predict transactions of cryptocurrency. | ['Raghav Pemmireddy', 'Jacob Good', 'Granthsterman', 'MaximoMoyer'] | [] | ['numpy', 'python', 'tensorflow'] | 104 |
11,213 | https://devpost.com/software/u-2-2 | Project Poster
Update12/10/2020
Our project is completed! Read our final writeup
here
Update 11/22/2020
Check out our progress so far in our written reflection
here
Update 11/12/2020
Since our project outline includes many images and equations, please go to
this link here
to review it!
Built With
pyt... | Salient Object Detection with U^2 Net | We reimplemented the CVPR 2020 paper “U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection” using Tensorflow in Python. | ['Jiaju Ma', 'Shuyan Wang', 'Carrie Zhuang'] | [] | ['python', 'tensorflow'] | 105 |
11,213 | https://devpost.com/software/diy-squeezenet | Final Poster
GIF
Our model on the ESP32 Microcontroller
Image 1
Image 2
Final Writeup
:
https://docs.google.com/document/d/13MCJCozhCvYtDuuXtMQoK_tZaCa2ggX9GeZdFvE_0Qk/edit?usp=sharing
Introduction:
SqueezeNet was originally an optimization of AlexNet, achieving the same accuracy with 50x fewer parameters. W... | DIY SqueezeNet — Image Classifier in Constrained Environment | AlexNet performance, but on a microcontroller?! | ['Eli Zucker', 'Nicholas Lim', 'Stephen Lee', 'Wai Ting So'] | [] | ['python', 'tensorflow'] | 106 |
11,213 | https://devpost.com/software/lootbox | Poster
Title: Package Counting for Shipping Logistics
Who:
Jorge Isaac Chang Ortega: jchang88
Eric Wang: ewang34
Ruotao Zhang: rzhang63
Introduction:
With the advent of e-commerce and its increasing user population, large companies with shipping services like Amazon and FedEx require various systems to underst... | Lootbox | Automated package counting for shipping logistics | ['Jorge Isaac Chang Ortega', 'Ruotao Zhang', 'Eric Wang'] | [] | ['python', 'pytorch'] | 107 |
11,213 | https://devpost.com/software/et-tu-daniel | Final Submission
Github Repo
https://github.com/sohumgupta/et-tu-daniel
Final Report
https://docs.google.com/document/d/1m3IZrMg79xRBDBzryMrRFnBrfIj2DNcCOrjPo1Ip9us/edit?usp=sharing
Final Poster
https://drive.google.com/file/d/1_IWplj2hscAXNf9lj9PXJWs0ba_zyPcr/view?usp=sharing
Video Teaser
https://youtu.be/J-Rt... | Et tu, Daniel? | Text style transfer from Shakespearean English to Modern English | ['Sohum Gupta', 'Ryan Kim', 'Jusung Lee', 'Kushagra Agarwal'] | [] | ['python', 'tensorflow'] | 108 |
11,213 | https://devpost.com/software/templeflow | Project Logo
TempleFlow Poster
Description
For the final project of csci1470 (Deep Learning), our team chose option two from the assignment handout and attempted to solve a new problem using deep learning. More specifically, we decided to create a deep learning program which learns how to play a “never-before-attemp... | TempleFlow | TempleFlow is a project that uses deep learning to play the classic game Temple Run 2 | ['Arun Kavishwar', 'Hunter Karas'] | [] | ['bluestacks', 'keras', 'photoshop', 'python', 'tensorflow'] | 109 |
11,213 | https://devpost.com/software/of-mice-and-men | Link to Final Writeup
https://docs.google.com/document/d/1h_bm6t56jQw-01kE-H16MxxtlhM_6LFUkEuTIt-bUPI/edit?usp=sharing
Everything below is from our first delieverable. Please refer to the final write up for most updated details about the project.
Introduction
We are planning to implement
Mendelsohn et al.
's c... | Of Mice and Men | Analysis on dehumanization in the language of New York Times articles | ['Holly Zheng', 'Becky Mathew', 'ethanpan1', 'Andrew Knoblock'] | [] | ['word2vec'] | 110 |
11,213 | https://devpost.com/software/chat-in-the-hat | Project WriteUp:
https://docs.google.com/document/d/1gF60s2QJsSW1lf9s6kY_dlMZKW97DhL-dfyHfzTw1p4/edit
Project Checkin 1 (11/13):
https://docs.google.com/document/d/1XqHaEbGlKSjxvlwSUPQa9sKQtWmfuhdTQV-Py3d63og/edit?usp=sharing
Project Checkin 2 (11/23):
https://docs.google.com/document/d/19rxU-B6JwpuzDEebmbrMip... | Chat in the Hat | A Neural Chatbot | ['Anya Li', 'Kalissa Feinberg', 'Miku Takabayashi'] | [] | ['python', 'tensorflow'] | 111 |
11,213 | https://devpost.com/software/sample-submission-cy5xzt | Inspiration
DL Day!
What it does
How I built it
Challenges I ran into
Accomplishments that I'm proud of
What I learned
What's next for Sample Submission
Built With
tf | Sample Submission | This is a sample submission! | ['Kevin Du'] | [] | ['tf'] | 112 |
11,217 | https://devpost.com/software/gleetimes | All News Page
Home page articles
Login page for admins
Post page
Publish page
Register page for new publishers
Inspiration
So we are aiming to start a positive news and media company for kids. Just imagine how does a 10-year-old kid would look at the world if he is seeing news tv channels 24x7 with his family ev... | Gleetimes | We are building a positive news platform for kids. Most kids can hardly read so we have also attached listen to news feature with each article and speed of the audio can also be changed. | ['Shivam Bhatia'] | ['Best Idea'] | ['ejs', 'express.js', 'mongodb', 'node.js', 'speechsynthesis'] | 0 |
11,217 | https://devpost.com/software/mydoc | Inspiration
Ever since the rise of covid-19 we have faced the problem of getting reliable data regarding Daily cases about our particular state or district to test if Power symptoms match that of covid-19 to provide ourselves with protective utilities and to get a expert advice. So so take off all these problems and t... | MyDoc | MyDoc, the one stop pitstop for all covid 19 related queries and utilities. | ['Snehashis Pati', 'Deepak kumar Sahoo', 'Atman Das', 'samar-chandra Chandra'] | ['Best Implementation'] | ['bootstrap', 'chart.js', 'covid19api', 'css3', 'express.js', 'heroku', 'html5', 'javascript', 'mongodb', 'node.js'] | 1 |
11,217 | https://devpost.com/software/aight-events | New Event Page
Dashboard Page
Organizer Login Page
Student Registration and Login Page
Homepage
Inspiration
We as students found it very difficult to manage all the events happening in our college and surrounding ones. So to tackle this problem we came up with an idea where we a common platform for all organizers... | AiGHT Events | Common platform to share information about events taking place in various colleges around you | ['Namith Telkar', 'Arnav dewan', 'kulachi Th'] | ['Best Overall'] | ['css', 'figma', 'html'] | 2 |
11,217 | https://devpost.com/software/ilearn-online-learning-platform-to-develop-or-enhance-skills | Homepage
FAQ
student login
courses
admin login
contact
Inspiration
Our main inspiration is to provide students a platform for learning, whose need we analyzed in this pandemic time when all schools and colleges are shut and they are unable to carry on with their courses the right manner. Many sites are for highe... | ILearn-Online learning platform to develop or enhance skills | Why enhance skills the same standard way when you can learn things with fun. Gain skills from here not stress!! | ['Harshita Gupta', 'tanwi kumari'] | [] | ['bootstrap', 'css3', 'html5', 'javascript', 'jquery', 'mysql', 'php', 'phpmyadmin'] | 3 |
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