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 |
|---|---|---|---|---|---|---|---|---|
10,150 | https://devpost.com/software/biology_quiz | Home Screen
Settings Screen
Quiz Screen
Results Screen
Correct Answer Screen
Inspiration
Biology Quiz App is conceived keeping in view the UN-SDGs Quality Education Goal.
What it does
It provides quality content for students aspiring to enter a Medical college. The app contains 19 Chapters ranging from basic Bi... | Biology Quiz 2020 | Biology Quiz App for Medical College Entrance Exam | ['Muhammad Abid'] | ['Surprises'] | ['android-studio', 'dart', 'firebase', 'firebase-firestore', 'flutter', 'ios-simulator', 'xcode'] | 1 |
10,150 | https://devpost.com/software/covd-track-4n7qjc | Inspiration
We want to help medical staff it's very hard for any dr to find all the possible suspects after a single confirmed case of COVD so we want to make this project which will try to give a list of all the possible suspects + infected areas
What it does
This app has two parts, first a scanner the scanner is ... | COVID TRACK PATH | A solution for tracking person path followed and find all the possible suspects if someone have positive test | ['Roman Khan', 'Umer Waqas'] | ['Surprises'] | ['firebase', 'flutter', 'https://pub.dev/packages/google-map-location-picker', 'https://pub.dev/packages/google-maps-flutter', 'https://pub.dev/packages/google-maps-flutter-platform-interface', 'https://pub.dev/packages/qr-flutter'] | 2 |
10,150 | https://devpost.com/software/tik-tak-toe-game |
window.fbAsyncInit = function() {
FB.init({
appId : 115745995110194,
xfbml : true,
version : 'v3.3'
});
// Get Embedded Video Player API Instance
FB.Event.subscribe('xfbml.ready', function(msg) {
if (msg.type === 'video') {
// force a resize of the carou... | tik tak toe game | simple tik tak toe mobile application | ['Umair Ansari'] | [] | ['dart', 'flutter'] | 3 |
10,150 | https://devpost.com/software/startups | Inspiration
for new startups
What it does
it connect startup companies to new ideas
How I built it
Challenges I ran into
Accomplishments that I'm proud of
What I learned
What's next for Startups
Built With
flutter
Try it out
github.com | Startups | To build Platform for new ideas and startups | ['The New base'] | [] | ['flutter'] | 4 |
10,150 | https://devpost.com/software/shopsafe-21onk6 | Hardware
Mask Detection
Population/Capacity Regulation
Home Screen
Google Maps
Local Stores
First Joined Queue
Enter Store Prompt
Thank You!!! <3
Inspiration
Social Distancing is the new norm, and maintaining optimal crowd levels in public places like shops, supermarkets, etc. has become a challenge. We prese... | ShopSafe | Convenient and Safe Shopping for Everyone | ['James Han', 'Muntaser Syed', 'Prashant Bhandari'] | ['Top 3 Best Data Science/Machine Learning Hack', 'The Wolfram Award'] | ['arduino', 'dlib', 'flutter', 'keras', 'opencv', 'python', 'sg90', 'tensorflow', 'webcam'] | 5 |
10,150 | https://devpost.com/software/todo-app-39x7pb | Home Screen
create new task
Inspiration
learning and getting new experiences
What it does
A general memo and tasks creating app able to provide people ease with their smartphones
How we built it
a lot of teamwork and help
Challenges we ran into
a lot, flutter's community is very unhealthy at the moment.
Accom... | ToDo App | People will be able to save their daily tasks and memos in a compact and minimal environment. | ['Yousaf Tariq', 'Shah Rukh', 'Moiz Hussain'] | [] | ['android-studio', 'dart', 'flutter'] | 6 |
10,150 | https://devpost.com/software/covid-19-self-screening-test-at-home-without-internet-access | "STAY AT HOME,BE YOUR OWN DOCTOR"
Inspiration
I belong to a backward area "Chitral" of PAKISTAN,whether internet accessibility is a great issue ,and secondly and every person over here cannot afford to go to hospital each day to test whether he/she has been affected by the virus or not? thirdly due to lack of medica... | Covid-19 self screening test at home without Internet access | "STAY AT HOME,BE YOUR OWN DOCTOR".My app will work without any internet connection,and will help people of backward areas to test themself at home,and will guide them accordingly. | ['Iram Hassan'] | [] | ['bootstrap3', 'c++', 'flutter', 'oop', 'phython'] | 7 |
10,150 | https://devpost.com/software/foodies-xfc05b | Drawer
Home Screen
Item Display
Inspiration
From GDG Peshawar's Bootcamp
What it does
Food Delivery App UI
How I built it
Flutter with Dart, along with Firebase
Challenges I ran into
Animations
Accomplishments that I'm proud of
Firebase and smooth UI Animations
What I learned
Flutter and Dart
What's nex... | Foodies | Order Food online - App UI developed with Flutter | ['Usman Khan'] | [] | ['flutter'] | 8 |
10,150 | https://devpost.com/software/food-help | Inspiration is that I was thinking of creating something else but suddenly I realized it's the last date for submission so just created something with listing of few orphanages needing help, nothing special here.
Built With
dart
flutter | Food Help | Get contact info of orphanages who need help during pandemic. | ['Digdarshan Subedi'] | [] | ['dart', 'flutter'] | 9 |
10,150 | https://devpost.com/software/butcher-finder | Inspiration
Eid ul Azha project
What it does
It will find a butcher
How I built it
Challenges I ran into
Accomplishments that I'm proud of
What I learned
What's next for Butcher Finder
Built With
flutter | Butcher Finder | Find Perfect Butcher For Eid ul Azha | ['asad wali', 'mansoor khan', 'Muhammad Yasir Durrani'] | [] | ['flutter'] | 10 |
10,150 | https://devpost.com/software/corona-guard | Corona Guard
Home Screen
Resources Page
Contact Log Page (part 2)
Contact Log Page (part 3)
Settings Page
Contact Log Page (part 1)
NFC Scanner Station Overview
NFC Scanner Station Front View
NFC Scanner Station Side View
NFC Scanner Interface
NFC Prototype
Backend
Backend Database
Inspiration
Since Dece... | Corona Guard | Corona Guard is a smart contact tracing app that aims to slow the spread of COVID-19 and other infectious diseases by logging interactions between humans in a secure and private way. | ['Vikas Ummadisetty', 'Derek Xu', 'Krishna Veeragandham', 'Subash Shibu'] | [] | ['arduino', 'bluetooth', 'dart', 'firebase', 'flutter', 'nfc'] | 11 |
10,159 | https://devpost.com/software/asteroid-the-pytorch-based-source-separation-toolkit | Asteroid on GitHub
Asteroid's docs
Asteroid-models Community on Zenodo
Asteroid's landing page
Inspiration
DeMask's inspiration
We were having a fast call and one of us was in the train.
We couldn't hear him well because he was wearing a mask.
We directly thought about building surgically masked speech enhancemen... | DeMask | Enhance speech when wearing face masks - built with Asteroid | ['Pariente Manuel', 'Samuele Cornell', 'Michel Olvera', 'Fabian-Robert Stöter', 'Jonas Haag'] | ['First Place'] | ['pypi', 'python', 'pytorch', 'pytorch-lightning', 'torchaudio', 'zenodo'] | 0 |
10,159 | https://devpost.com/software/a-qeysp1 | Overview
Theory
Inspiration
n recent years, machine learning-based algorithms and softwares have rapidly spread in society. However, cases have been found where these algorithms unintentionally make discriminatory decisions(e.g., the keynote by K. Crawford at NeurIPS 2017).
For example, allocation harms can occur w... | FairTorch | FairTorch provides tools to mitigate inequities in deep learning. A unique feature of this tool is that you can add a fairness constraint to your model by simply adding just a few lines of code. | ['Akihiko Fukuchi', 'Masashi Sode', 'yoko yabe', 'Yasufumi Nakata'] | ['First Place'] | ['python', 'pytorch'] | 1 |
10,159 | https://devpost.com/software/pytorchxai | Inspiration
The year 2020 brought changes all around the globe, imposing new standards when it comes to protecting everybody around you. In this time of need, one of the most harmed and overloaded institutions is the hospital, which is the first line of defence against the pandemic and a desperately needed place for s... | Q&Aid | Q&Aid is the healthcare assistant that democratizes access to high-quality diagnoses. It comforts patients, unburdens doctors and generates trust by building a lifelike doctor-patient relationship. | ['Horia Ion', 'Bogdan Cebere', 'Andrei Manolache'] | ['First Place'] | ['amazon-web-services', 'fastapi', 'javascript', 'python', 'pytorch', 'react-native'] | 2 |
10,159 | https://devpost.com/software/groundwav | Landing Page of Website
Type Description and Cuisine of Dish
Result of Dishes matching specification from storage
Upload Image for Search
Result of Image Search
Application Launch Screen
Analysis page which shows recipes
Details page
Rasoee
We are a group of friends studying together, and we all happen to be f... | Rasoee | Recognition of Dish from Image along with Recipe Provision | ['Arijit Gupta', 'Anish Mulay', 'Dev Churiwala', 'Smitesh Patil', 'Ameya L'] | ['Second Place'] | ['django', 'python', 'pytorch'] | 3 |
10,159 | https://devpost.com/software/fluence-5g2s9m | Inspiration
Transformers are getting bigger and better. The SoTA baseline seems like a never-ending chase. However, this progress raises concerns on two cardinal aspects:
How much compute do these models require?
The largest transformer (GPT-3) requires 10K GPUs for performing few-shot learning. This is 10x bigger th... | Fluence | A Pytorch based Deep Learning library for Low resource NLP research and robustness | ['Prajjwal Bhargava'] | ['Second Place'] | ['python', 'pytorch', 'transformers'] | 4 |
10,159 | https://devpost.com/software/carefree-learn | Inspiration
I've been working on tabular datasets in the past few years, and managed to build a rough AutoML system that beat the 'auto sklearn' solution to some extend. After I met PyTorch, I was deeply attracted by its simplicity and power, but I failed to find a satisfying solution for tabular datasets which was 'c... | carefree-learn | A minimal AutoML solution for tabular datasets based on PyTorch | ['宇健 何'] | ['Second Place'] | ['numpy', 'python', 'pytorch'] | 5 |
10,159 | https://devpost.com/software/rexana-the-robot | Hardware
Dashboard UI
Real-time Object Detection and 3D pose estimations from robot to Cloud AWS server to infer then results returned back to robot using sockets
Base Electronics
Rexana / Dashboard
Inspiration
1) The idea of having a Voice Assistant like Alexa or Siri that could extend into the physical world f... | Rexana the Robot | More than a voice assistant, this project is the foundation for physical household robot trained to autonomously complete basic tasks | ['Dan O'] | ['Third Place'] | ['python', 'pytorch', 'raspberry-pi'] | 6 |
10,159 | https://devpost.com/software/torchexpo | Python Library Docs - Landing
Python Library Docs - Image Segmentation
Python Library Docs - Image Classification
Python Library Docs - Sentiment Analysis
TorchExpo Website - Model Details Page
TorchExpo Website - List All Models Page
TorchExpo Website - List All Publishers Page
TorchExpo Video Poster
Android A... | TorchExpo | Collection of models and extensions for mobile deployment in PyTorch | ['Omkar Prabhu'] | ['Third Place'] | ['android', 'bash', 'ci', 'dropbox', 'heroku', 'jupyter', 'kotlin', 'node.js', 'pypi', 'python', 'pytorch', 'pytorch-android', 'react', 'torchvision', 'transformers', 'vercel'] | 7 |
10,159 | https://devpost.com/software/realrate-explainable-ai-for-company-ratings | Explaing wages for young American workers
Causing: CAUSal INterpretation using Graphs
Causing is a multivariate graphical analysis tool helping you to interpret the the causal
effects of a given equation system.
We want to explain AI decisions, ensuring transparency and fair treatment.
Causing is explainable AI (XA... | Causing: CAUSal INterpretation using Graphs | Causing is a tool for Explainable AI (XAI). We explain causality and ensure fair treatment. It is developed by RealRate, an AI rating agency. | ['Dr. Holger Bartel'] | ['Third Place'] | ['autograd', 'graphviz', 'python', 'pytorch', 'sympy'] | 8 |
10,159 | https://devpost.com/software/leggodutch | Logo
Index Page
1
2
Receipt used
3
4
5
Inspiration
Everyone has probably experienced the pain of splitting the bill after a great dinner with your friends at least once in your life. No one really wants to pick up the bill because it is always so hard to go after people to remind them to pay for their share of... | LeggoDutch | All you need is an image of your receipt and LeggoDutch will help you break it down to items that can be charged to different people! | ['Shi Jie Samuel Tan', 'Iryna Khovryak', 'Minh Quan Phan'] | [] | ['flask', 'pytorch', 'torchvision', 'twilio'] | 9 |
10,159 | https://devpost.com/software/fairtorch | docs created with Sphinx
Monitor during training
Inspiration
In light of the recent events which highlight the systemic biases deeply ingrained in our society, we were inspired to create a product that could combat this issue in machine learning models. Machine learning models that may have vast consequences and fur... | FairTorch | A Python library for fairness in PyTorch models. | ['Max Hirsch', 'Michelle Xu', 'Nadine Meister', 'Joyce Zhang'] | [] | ['matplotlib', 'numpy', 'python', 'pytorch', 'sphinx'] | 10 |
10,159 | https://devpost.com/software/zebra-ai-9f8zh1 | Zebra.AI
Inspiration
Recent abuse of AI for policing.
Solution
Zebra.AI aims to use stratified 2 sample t-tests and autoencoders to generate unique testing data from race segmented data points. We use these to run racial bias detection in classification models.
Vision
We aim to expand Zebra.AI to other types of m... | Zebra.AI | A bias detection engine | ['Anas Awadalla', 'Goral Pahuja', 'Ramya Bhaskara', 'Abraham Fraifeld'] | [] | [] | 11 |
10,159 | https://devpost.com/software/covidash-jfrds9 | Overview of Project
CoviDash
is an informative and responsive dashboard for information on COVID cases in Ontario. Using a heatmap and multiple graphs, data can be found for COVID cases in each area, location, and date across the province. Also, using pytorch, predicted case numbers can also be found for seven days ... | CoviDash | CoviDash is an informative dashboard for information on COVID cases in Ontario.Using a heatmap and multiple graphs, data can be found for COVID cases in major location and date across the province. | ['Connor Czarnuch', 'Giacomo Loparco', 'Cameron Dufault', 'Bilal Jaffry', 'Jacob Gordon'] | [] | ['bootstrap', 'flask', 'heatmap.js', 'heatmap.js-back-end:-matplotlib', 'matplotlib', 'numpy', 'pandas', 'plotly.js', 'pytorch', 'scikit-learn'] | 12 |
10,159 | https://devpost.com/software/torchologist | COVID
Symptoms of COVID
Inspiration
Covid-19 is infecting and killing a lot of people, and the infecting curve is not flattening even after half a year, so we need to prepare for fighting with it for a long time. Hospitals would not be able to focus on this single disease, instead covid19 patients will be mixed wit... | A.I. Radiologist | Radiology at your Home. | ['Charles Yusuf', 'Nihal Nihalani', 'Matthew K', 'Chao Zhang'] | [] | ['amazon-web-services', 'pytorch', 'sagemaker'] | 13 |
10,159 | https://devpost.com/software/pyvinci | Login page. Domain main will take the user to this page.
Registration page. New user needs to register, and then login.
User can assign a project name after clicking "Create New Project"
User can logging to account and see the list of projects, or create a new one.
After uploading images in project view, the user c... | PyVinci | Generate new images based on your own experiences and create hashtags for your social media platform! | ['Santiago Norena', 'Hector Mejia', 'Nicolas David', 'Alejandro Martinez', 'Sahivy Gonzalez'] | [] | ['amazon-web-services', 'aws-ec2', 'cv2', 'detectron2', 'docker', 'go-fiber', 'golang', 'json', 'miragejs', 'nginx', 'npm', 'numpy', 'os', 'posgres', 'psycopg2', 'python', 'pytoch', 'react', 'requests', 'sqlalchemy', 'sys', 'torch', 'torchvision'] | 14 |
10,159 | https://devpost.com/software/merchseum | Inspiration
helping art and cultural institutions (museum, art gallery) also street artists from Covid-19 impact that decrease their revenue. we think we can help them with collaborating to make cool stuff. so that's why Merchseum was created.
What it does
create a unique design merch with style transfer between ar... | Merchseum | a Pytorch-Messenger Powered App to Generate Unique Merchandise for Helping Art & Cultural Institution and Street Artist | ['Dimas Nashiruddin Al Faruq', 'Syafirah Abdullah'] | [] | ['flask', 'gcp', 'messenger', 'node.js', 'onnx', 'opencv', 'printful', 'pytorch', 'sagemaker', 'torchvision'] | 15 |
10,159 | https://devpost.com/software/pictex | Loading View
Landing Page
Upload With Camera or Image Gallery
Let the CNN Model Process
Download the .tex file from a Global CDN
Inspiration
As college students who often typeset assignments in LaTeX, we became interested in the possibility of creating an app that converts a handwritten document into a LaTeX file... | PicTex | Convert your math homework into LaTeX with just a picture! | ['Len Huang', 'Zach Nowak', 'Erica Chiang'] | [] | ['amazon-web-services', 'cloudfront', 'lambda', 'opencv', 'pytorch', 's3', 'swiftui'] | 16 |
10,159 | https://devpost.com/software/diagno | Inspiration
This project was started with the ultimate goal of applying modern technology to improve healthcare conditions across the globe and help save human lives.
Cardiovascular diseases account for
17.9 million lives annually
becoming the most common cause of human death.
More than 75%
of these deaths ta... | Diagno | AI Based Remote Cardiology Solution | ['Bashana Elikewela', 'Nushan Vitharana', 'Udith Haputhanthri', 'Shehan Munasinghe'] | [] | ['amazon-web-services', 'python', 'pytorch'] | 17 |
10,159 | https://devpost.com/software/pyspooky | UI for sound extraction
The YOLO Object Detection Page
In built file browser to select the video to be analysed
UI for selecting unique frames of interest obtained form the YOLO Detection and performing super resolution on them
Inspiration
Recently, one of our team members, Abhijit Ramesh has his bicycle stolen. H... | Psychic-CCTV | An easy to use system for extracting data(both audio and video) from a CCTV Camera feed which might not be of high quality to help police officers analyse footage of crimes scenes more easily. | ['Abhijit Ramesh', 'Xerous Wazler', 'Yash Khare'] | [] | ['pysimplegui', 'python', 'pytorch', 'qt'] | 18 |
10,159 | https://devpost.com/software/genrl-a-pytorch-reinforcement-learning-library | Inspiration
Reinforcement Learning is a rapidly expanding subfield of AI. One of the current major challages to the field is difficulty of reproducing results and lack of accesibility for newcomers. GenRL is our attempt to make it easier for people to understand and get started with RL as well as providing a standard... | GenRL | A Modular Reinforcement Learning library in PyTorch | ['Sharad Chitlangia', 'Het Shah', 'Atharv Sonwane', 'Sampreet Arthi', 'Ajay Subramanian'] | [] | ['numpy', 'python', 'pytorch'] | 19 |
10,159 | https://devpost.com/software/contact-tracing-ai | Inspiration
COVID-19 is the most significant challenge the world has faced in 75 years. As of the time of writing of this article, 20M people have been infected, of which 730k have died as a result [ 1 ]. In addition, the lockdown measures designed to mitigate the spread of the disease are predicted to reduce worldwid... | Contact Tracing AI | Contact Tracing AI lets organizations leverage their existing technology infrastructure (e.g. security cameras) to prevent COVID-19 outbreaks efficiently, accurately, and at scale with computer vision | ['Richard Abrich', 'Andrew Grebenisan', 'Nate Armstrong'] | [] | ['detectron2', 'flask', 'javascript', 'python', 'pytorch', 'redis', 'rq'] | 20 |
10,159 | https://devpost.com/software/dashai | Landing page.
Choosing the metrics.
The model-builder.
Training configuration.
Configuring auto ML.
Training the model.
Visualizing attributions.
Inspiration
We are students of the FastAI course by Jeremy Howard, which we highly recommend. A tagline they've used is, "Making neural networks uncool again." What t... | DashAI | DashAI allows its users to create record-breaking, state-of-the-art models with just their datasets, no coding required. DashAI takes care of hyper-parameter tuning, training, and explainability. | ['Kaushik Muralidharan', 'Joe Rishon Manoj', 'Amit jha', 'Manikya Bardhan'] | [] | ['ax', 'captum', 'electron', 'fastai', 'flask', 'node.js', 'pytorch', 'react', 'restful-api'] | 21 |
10,159 | https://devpost.com/software/torch-deploy | API Docs
Demo page
Inspiration
People spend a lot of time designing and fine tuning their models and at the end of the process, many want to move their work to production. However, serving your model as an API is often a hassle and requires a lot of boilerplate code. This library aims at streamlining that process an... | torch-deploy | Easily serve your PyTorch model as an API endpoint in only 1 line of code. | ['Chang Heng Mo', 'Fiona Xie', 'Hulbert Zeng'] | [] | ['fastapi', 'python', 'pytorch', 'uvicorn'] | 22 |
10,159 | https://devpost.com/software/infinitybatch | dataflow
use case 01: Keras-like training
use case 02: Custom training
workflow
cover
infinitybatch
Infinitybatch is an open source solution for PyTorch that helps deep learning developers to train with bigger batch size than it could be loaded into GPU RAM through a normal PyTorch train loop.
The core concept o... | infinitybatch | Infinitybatch is an open source solution for PyTorch that helps deep learning developers to train with bigger batch size than it could be loaded into GPU RAM through a normal PyTorch train loop. | ['Richárd Ádám Vécsey Dr.', 'Axel Ország-Krisz Dr.'] | [] | ['python', 'pytorch'] | 23 |
10,159 | https://devpost.com/software/klurdy-xr | Web based app
3d model of apparel on skinned body
before
GIF
using ar filter on spapchat
Inspiration
From our RnD, we realized that the fashion industry suffers from a number of challenges: some being an inconsistent supply of fabrics, poor online shopping experience for consumers where what you see is not what g... | Klurdy XR | Klurdy is a design studio with its own clothing line. We are working with snapchat in their ar creator residency program to make virtual fitting experiences using their camera for our clothes. | ['B Washakes'] | [] | [] | 24 |
10,159 | https://devpost.com/software/newsbert | NewsBERT
If you want to stay up to date on technical discussions, you probably browse different sources of information like reddit, twitter, medium and various programming blogs.
Inspiration
In the recent two years there was lots of progress made in NLP because of transformer models. One remarkable feature of these ... | NewsBERT | Using BERT & other transformer models for organizing RSS feed data | ['Jakub Bartczuk', 'Grzegorz Klimek', 'Piotr Rudnicki'] | [] | ['huggingface-transformers', 'python', 'pytorch', 'streamlit'] | 25 |
10,159 | https://devpost.com/software/vz-pytorch-a-smarter-way-to-visualize-pytorch-models | Inspiration
Machine learning engineers rely heavily on visualizations.
When we're learning about a new architecture in a paper or blog post, we often find ourselves immediately scanning for a model diagram to give us a sense of the network's structure and key features. When we're implementing our own models, we use ... | VZ-PyTorch | Visualize neural networks built with PyTorch. | ['Nikhil Bhattasali', 'Ryan Holmdahl'] | [] | ['python', 'pytorch', 'react', 'typescript', 'vizstack'] | 26 |
10,159 | https://devpost.com/software/pytorch_tiramisu | Speedup obtained using pytorch_tiramisu
Tiramisu is a compiler for sparse and dense deep learning. It was created by an MIT CSAIL Team. Thanks to the polyhedral model it is based on, it can apply various code optimizations and it proved its efficiency in optimizing deep learning operators including RNNs and Sparse Neu... | pytorch_tiramisu | Tiramisu is a compiler for sparse and dense deep learning. We aim to integrate Tiramisu into PyTorch to benefit from the acceleration obtained in Tiramisu. | ['Hadjer Benmeziane'] | [] | ['c++', 'pytorch', 'tiramisu'] | 27 |
10,159 | https://devpost.com/software/pytorch-covid-fighter | Front Page
Classification Component
Comparison X-rays/CT-scans and generate reports
Analysis X-rays/CT-scans and generate reports
Inspiration
As COVID-19 peaks, there is a shortage of health workers (especially in developing countries). So it means medical trainees and interns have to step up and understand this d... | Pytorch Covid Fighter | As Covid-19 peaks, there is a shortage of health care staff. Tool helps to automate classifying, studying and differentiating COVID-19 chest x-ray and CT-scans from other similar chest infections. | ['Akhil Vij'] | [] | ['node.js', 'onnx', 'react', 'torchvision'] | 28 |
10,159 | https://devpost.com/software/dbse-monitor | Object Detection
Alertness Detection
Emotions Detection
He neutral
Final Product
Prototype installed
Another angle
DBSE Monitor: Drowsiness, Blind Spot and Emotions monitor.
Drowsiness, emotions and attention monitor for driving. Also detects objects at the blind spot via CV and the NVIDIA Jetson Nano.
Follow... | DBSE-monitor | Drowsines, blind spot, emotions and attention monitor for driving or handling heavy machinery. Also detects objects at the blind spot via Computer Vision powered by Pytorch and the Jetson Nano. | ['Luis Eduardo Arevalo Oliver', 'Victor Alonso Altamirano Izquierdo', 'Alejandro Sánchez Gutiérrez'] | [] | ['arduino', 'jetpack', 'jetson-nano', 'mqtt', 'opencv', 'python', 'pytorch', 'twilio', 'yolo'] | 29 |
10,159 | https://devpost.com/software/deep-virtual-try-on-cloths-powered-by-pytorch | Extreme right - final output, second from right - ouput with fake face
Output with different pose
Ouput
Output with different pose
Output
Inspiration
We started our journey when we try to purchase some clothes in a nearby apparel shop during this COVID-19 pandemic. We realized that people count is significantly l... | Deep Virtual Try On cloths powered by PyTorch | Worlds first API for Deep Virtual Try on cloths exclusively for pandemic recovery in apparel industry. Powered by powerful PyTorch deep learning model with detailed cloth warping | ['Nandakishor M', 'anjali m'] | [] | ['bash', 'java', 'python', 'pytorch'] | 30 |
10,159 | https://devpost.com/software/torchonvideo-frien3 | torchOnVideo Logo
torchOnVideo supports the following set of subtasks for video based deep learning
Sample code for using the frame_interpolation module. Shows the simplicity and ease of use of the model.
Inspiration
There has been a great boom and consumption of videos in recent years. As expected, the focus of th... | torchOnVideo | A PyTorch Library for Deep Learning on Videos | ['Priyanshu Sinha', 'Shardul Parab', 'Akash Manna', 'Shambhavi Mishra'] | [] | ['python', 'pytorch'] | 31 |
10,159 | https://devpost.com/software/torchtraining | GitHub with CI/CD pipeline
Main documentation page
Released on PyPI
Colab introduction tutorial
Part of Horovod's integration source (WIP)
PyTorch docs (including shapes)
Tensorboard integration (see introduction tutorial)
Colab tutorial with GANs (WIP)
Realeased on Dockerhub
Part of comet.ml integration (WIP)... | torchtraining | All You need is `forward` and `**` operator for functional neural network training! | ['Szymon Maszke'] | [] | ['bash', 'comet-ml', 'github-workflow', 'horovod', 'loguru', 'neptune', 'python', 'pytorch', 'rich'] | 32 |
10,159 | https://devpost.com/software/billboard_next | Next week's top 10 as of Aug. 25
Inspiration
After songs made famous on TikTok began to rise on Billboard’s Hot 100, we began to wonder if we could predict each week’s top 10 songs based on the previous chart-topping songs.
What it does
Billboard Next is a data-driven website that predicts that Billboard’s top 10 c... | Billboard Next | Predict the next top hits! | ['Kevin Gauld', 'Ethan Horowitz', 'Jendy Ren', 'Christina W', 'Ryan Vaz'] | [] | ['css3', 'flask', 'heroku', 'html5', 'javascript', 'python', 'pytorch'] | 33 |
10,159 | https://devpost.com/software/ojos | A reported event
The events page
The main profile page
OJOS
Introduction
At some point in our lives, most of us will become carers to our elderly parents. Unfortunately, due to our busy lifestyles, we can not always be there to attend to them. To address this problem, many choose to install security cameras in the... | OJOS | OJOS is a system that connects to cameras at parents’ homes, and provides carers with real-time alerts about dangerous events using computer vision. | ['Jonathan Harel', 'Khaled KEE Fadel'] | [] | ['android-emulator', 'django', 'ffmpeg', 'mlflow', 'opencv', 'pandas', 'python', 'pytorch', 'torchvision'] | 34 |
10,159 | https://devpost.com/software/draft-zypejl | GIF
GIF
Sliver Maestro
Inspiration
A human learns how to draw with simple shapes and sketching. At first, we just try to copy it by following the image pixel by pixel and we don’t need a demonstration or a hard-coded drawing steps to achieve this. However, for robots, it’s not the case and we would like to democra... | Sliver Maestro | Sliver Maestro is a simulated artistic robot and its expertise is doodling! | ['Mine Melodi Caliskan', 'ozgurpolat Polat'] | [] | ['pytorch', 'v-rep'] | 35 |
10,159 | https://devpost.com/software/nkiruka | Inspiration
Sometimes we can't always ask someone to take pictures for us, and selfies might not be the best option, so we wanted to create an app that allows users to take pictures freely without the need to ask someone else or worry about bad angles.
What it does
This is an app that recognizes keywords via voice ... | nkiruka | nkiruka is a voice recognition camera application that allows users to take pictures by using keywords. | ['Tristan Hilbert', 'Jayee Li', 'lyubogankov'] | [] | ['android', 'javascript', 'python', 'pytorch', 'torchaudio'] | 36 |
10,159 | https://devpost.com/software/shakespearean-poem-generation-for-greeting-cards | Home Screen of the website
Poem Generated by char-RNN displayed on gift card
Inspiration
The idea behind the project was inspired by the works of William Shakespeare. A noteworthy poem, which though is not a sonnet but lead us to explore this domain would be the "Quality of Mercy" from Merchant of Venice. Once we we... | Shakespearean Poem Generation for Greeting Cards | Greeting/Gift cards are something personal. However most just fill it with "Happy Birthday" etc. We have added flavor to it by creating a RNN-Poem Generator with shakesperean sonnets as reference. | ['Aakash Ezhilan', 'Adityan Sunil Kumar'] | [] | ['css', 'flask', 'github', 'heroku', 'html', 'javascript', 'python', 'pytorch', 'react'] | 37 |
10,159 | https://devpost.com/software/dermi | Dermi focuses on helping the community by having
early diagnosis
of skin diseases so that treatment can happen sooner, reducing deaths, and it is less expensive (reducing the burden on systems such as Medicare).
Inspiration
Many die and become disabled every year from skin diseases. If early detection can solve t... | Dermi (rash edition) | Simple but powerful skin rash classifier. | ['Vijay Daita'] | [] | ['android', 'fast.ai', 'kotlin', 'pytorch', 'room'] | 38 |
10,159 | https://devpost.com/software/pylaymon-a-layer-monitoring-package-for-neural-networks | GIF
Feature Map Monitoring using PyLaymon.
Source code on Github
How to use Pylaymon
Documentation
PyPi
Inspiration
When we train a neural network it is not very intuitive to understand what the neural network is learning underneath or how each layer in the neural network is representing the data on which it is ... | PyLaymon | A python based package for monitoring and visualising the layers of a neural network. | ['Shubham Gupta'] | [] | ['github', 'matplotlib', 'numpy', 'python', 'python-package-index', 'pytorch', 'read-the-docs'] | 39 |
10,159 | https://devpost.com/software/exercise-exe | Inspiration
During this covid period, Social Distancing must be followed. This made outdoor activities totally impossible. But what if you exercise at home, at get rewarded for it. We know Daily Exercise is important because Regular physical activity can improve our muscle strength and boost our endurance. Exercise d... | Exercise.exe | Creating a web interface which rewards you when you exercise... 😋😋😋 | ['Khushhal Reddy', 'Aryamaan Srivastava 18BIT0215'] | [] | ['colab', 'flask', 'python', 'pytorch'] | 40 |
10,159 | https://devpost.com/software/class-summarization | Inspiration
Can know the contents of the lecture without watching it from beginning to end, and they can see a brief summary of the contents.
What it does
Transcribe voice to text and summary of texts.
How we built it
The web page is created by flask. Speech recognition is used by pocket-sphinx.
In order to summar... | CS (Class Summarization) | Transcribe WAV file to text and make summary of contents using summarization method. | ['Moon Cody', 'Dongho Kang'] | [] | ['anaconda', 'bert-extractive-summarizer', 'chrome', 'css', 'flask', 'html', 'javascript', 'jquery', 'pocketsphinx', 'python', 'speechrecognition', 'torch', 'windows-10'] | 41 |
10,159 | https://devpost.com/software/pied-paper | Front page
Data page
Tech stack pipeline
Inspiration
https://www.axios.com/americans-fake-news-problem-terrorism-da565b6c-6ab3-42a1-ae08-3400d68ab99c.html
It is to no one’s surprise that fake news is rampant across the internet. Thankfully, there has been increasing interest in thwarting this wave of misinformatio... | Pied Paper | Creating a better aggregate news channel with the power of text analysis. | ['Minyoung Na', 'Paul Kang', 'Donghyun Park'] | [] | ['materialui', 'newsapi', 'pytorch', 'react', 'sagemaker', 'torchtext'] | 42 |
10,159 | https://devpost.com/software/nn-gabler | Inspiration
Tensorflow playground project
What it does
Generates PyTorch scripts based on inputs.
How I built it
With pytorch and django
What's next for NN-Gabler
A better graphical builder.
Built With
django
pytorch
Try it out
github.com | NN-Gabler | A interface that helps people generate neural network scripts based on inputs. | ['JinelleH Hou', 'Gerald.Shen', 'hy-chen CHEN'] | [] | ['django', 'pytorch'] | 43 |
10,159 | https://devpost.com/software/stockroom | stockroom logo
listing data, model and experiments
Adding data to stockroom with cli
Inspiration
Version controlling for machine learning is not a solved problem although there are several attempts. The major challenge is that the software 2.0 consist of different components such as code, model, data, and experimen... | stockroom | Version control for software 2.0 that's built around PyTorch | ['Sherin Thomas', 'Jithin James', 'Rick Izzo'] | [] | ['grpc', 'hangar', 'hdf5', 'numpy', 'python', 'pytorch'] | 44 |
10,159 | https://devpost.com/software/butterfly-park | Move the hand infront of the camera to control the virtual hand
Butterfly Park scene
Pipeline of the project
Palm Detector with keypoints
Inspiration
The Butterfly Park game is inspired from the Augmented Reality. The perception pipeline is inspired from mediapipe framework, in which multiple ML models are pipeli... | Butterfly Park | Move your hands to feed the Butterfly in the Virtual Butterfly Park | ['Sujay Babruwad'] | [] | ['onnx', 'pytorch', 'unity'] | 45 |
10,159 | https://devpost.com/software/torchbearer | default adversary model
default ANN architecture
default classifier model
Inspiration
I was inspired to develop a tool to help train more ethical AI after seeing the results of some biased models, such as the
depixelizer model
which transformed a pixelated picture of Obama into a white-looking person. That insp... | Torchbearer | PyTorch refactoring and improvement of the adversarial debiasing inprocessing algorithm, which is currently implemented in TensorFlow 1.x as part of IBM's open-source AI Fairness 360 library. | ['Yoseph Zuskin'] | [] | ['aif360', 'jupyterlab', 'numpy', 'pandas', 'python', 'pytorch', 'scikit-learn'] | 46 |
10,159 | https://devpost.com/software/vingo-interactive-museum-excursions | Main page
Museum page with achievement and export progress
Recognizer interface
Recognized image
About APP
😷 Pandemic changed the world and we need new approaches to ordinary things.
⚡️ We reinvent the museum excursions because peoples want to see world art culture but make it more interesting and safe 👮♂️.
... | VinGo - interactive museum excursions | Vingo, that gives u emoji-puzzle, that mean some picture that contains this emojis in the room and u need to find that, after u need to put ur camera to the picture and that will recognize. | ['Alexander Mamaev', 'Andrey Zhevlakov'] | [] | ['pytorch', 'swift'] | 47 |
10,159 | https://devpost.com/software/image-segmentation-japlo4 | Inspiration
To text my newly learnt pytorch
What it does
The goal of segmentation is to simplify and/or change the representation of an image into something that is more meaningful and easier to analyze.
How I built it
Semantic segmentation can be done using a model pre-trained on images labeled using predefined l... | Image segmentation | It functions as an image segmentation website | ['Ugochukwu Nnachor'] | [] | ['pytorch'] | 48 |
10,159 | https://devpost.com/software/torchsenti-extensions-for-sentiment-analysis | Inspiration
In our day-to-day research, we usually face problems when (dataset, pre-trained model) are scattered over various places. It is a very time-consuming task for us to search for certain datasets that meet our needs, then look for pre-trained models that are already available online, and do benchmarking for s... | torchsenti | Sentiment Analysis Library for Research with PyTorch | ['Ruben Stefanus', 'Andreas Chandra', 'Andhika S Pratama'] | [] | ['python', 'pytorch'] | 49 |
10,159 | https://devpost.com/software/binnovate | Actual Picture
Blue print
Inspiration- Problems that inspired me to make the project
• Garbage Pollution (in land, water etc.)
• No Proper Segregation of Waste (everything in garbage mixes up in landfills)
• Filling Up of Space on Land by Garbage( this is proved by World Bank)-
https://www.worldbank.org/en/news/fe... | BINNOVATE | A SMART DUSTBIN WHICH HAS ABILITY TO SEGREGATE WASTES ON ITS OWN AND DO PRIMITIVE STAGE RECYCLING WITHIN ITS CONTAINER AND FREE THE ENVIRONMENT FROM GARBAGE POLLUTION. | ['Durlabh Biswas'] | [] | ['arduino', 'autodesk-fusion-360', 'laser-cutting', 'mdf', 'sensors'] | 50 |
10,159 | https://devpost.com/software/fastai-xla-extension-library | project logo
our documentation site
a fastai jupyter notebook with the fastai_xla_extension library import
Inspiration
This was inspired by a
post in the fastai forums
where Jeremy (the creator of the fastai library) concurred with another user
about the importance of TPU support for the fastai library. He also... | fastai xla extensions library | To enable the fastai library to run on TPUs using Pytorch-XLA | ['Butch Landingin', 'tyoc213'] | [] | ['fastai', 'pytorch', 'pytorch-xla'] | 51 |
10,159 | https://devpost.com/software/none-yet | Main screen
Generate sprites here
Game Over :(
Game play
Inspiration
It's like the dinosaur game, but it lets you play as the character.
What it does
Based on a picture you take or upload it will generate the sprites for the game to use.
It segments the image using Pytorch/Detectron and some filters are applied ... | TorchBoard v2 | The dinosaur game but you are the dinosaur. You take a picture and it's segmented with Detectron to generate the character that you play with. | [] | [] | ['detectron2', 'flask', 'opencv', 'p5js', 'python', 'pytorch'] | 52 |
10,159 | https://devpost.com/software/smart-parking-and-billing-system | Inspiration
found it interesting
What it does
modern day parking system
How I built it
using many different aspects
Challenges I ran into
in the cloud data
Accomplishments that I'm proud of
successfully done
What I learned
cloud computing
What's next for smart parking and billing system
make it to large sc... | smart parking and billing system | innovative parking system | ['Hrutvika Muttepwar'] | [] | ['apis', 'cloud', 'hardware'] | 53 |
10,159 | https://devpost.com/software/learned-spectral-compression | Visualization of the leaky floor function
Size of compressed parameters in MB -- note that the initial quantization was 10 bits instead of 32, so the model is already 3x smaller
Reconstruction loss for that case. There's essentially no change until iteration 50.
Inspiration
The resources required to train a state-o... | Learned Spectral Compression | Compress the parameters of any PyTorch model by a factor of 10 without reducing accuracy. Just call `spectral(your_model_here)` and fine-tune your model with an additional compression loss term. | ['Srinivas Kaza'] | [] | ['pytorch'] | 54 |
10,159 | https://devpost.com/software/pytuna | PyTuna!
A screenshot of the PyTuna CLI wizard in action, guiding a user through preprocessing
A screenshot of the PyTuna Jupyter Notebook wizard in action, guiding a user through preprocessing
The architecture of PyTuna's underlying convolutional neural net
A visualization of the use case for PyTuna.
Inspiration
... | PyTuna | An intelligent preprocessing wizard | ['Jonathan Ko', 'Kanav Kalucha', 'Andrew Chen', 'Vicki Xu', 'Pranshu Chaturvedi'] | [] | ['cuda', 'cudnn', 'numpy', 'pillow', 'python', 'pytorch', 'torchvision'] | 55 |
10,159 | https://devpost.com/software/paint-93tej5 | The Home page
The beautiful canvas
Variations of realistically synthesized image
Images with an Artistic touch
Image with a custom style infused
The art Gallery
The cart
After Checkout
Inspiration
The main reason we developed this project is because painting is a very difficult skill and there are a lot of pe... | pAInt | AI augmented painting and art shopping experience | ['Keerthan Ramnath', 'Subrahmanyam Arunachalam', 'Hari Rajesh'] | [] | ['amazon-ec2', 'css3', 'html5', 'javascript', 'node.js', 'python', 'pytorch', 'typescript', 'vuejs'] | 56 |
10,159 | https://devpost.com/software/easy-text-data-augmentation-in-pytorch | Inspiration
Torchtext dataset classes provide a convenient, high-level interface to reading natural language data. However, they do not provide an interface for including data transformations at read time in the way that torchvision does. Further, they return data in a vectorized format, which precludes the applicatio... | Easy text data augmentation in PyTorch | Creates torchtext-like dataset classes, but ones that allow data augmentation policies like RandAugment to be applied to data on the fly at read time. | ['Dillon Niederhut'] | [] | ['nltk', 'numpy', 'python', 'pytorch'] | 57 |
10,159 | https://devpost.com/software/eyelang-py | Locate eye
Move object on screen 1
Move object on screen 2
Options menu 1
Options menu 2
Evaluation sample
Eye Gaze dataset sample
Inspiration
Our project was inspired by the reality that while ASL and braille may work as forms of communication for people with certain disabilities, others who are paralyzed or h... | eyelang.py | Eye movement-based communication for people with limited mobility. | ['Cindy Zou', 'Alexandra Jakucewicz'] | [] | ['facemesh', 'flask', 'html/css', 'javascript', 'node.js', 'python', 'pytorch'] | 58 |
10,159 | https://devpost.com/software/math-notetaker | Landing Page
What it does
Starting to work in a new machine learning framework or package can be confusing. Instead of wading into the documentation from the beginning, it can be helpful to find a familiar use case. The documentation for sklearn, caret, numpy, and scipy were used to train a doc2vec model implemented ... | Doc Lookup | Similarity scores between ML framework documentation | ['Spencer Braun'] | [] | ['dash', 'python', 'pytorch', 'torchtext'] | 59 |
10,159 | https://devpost.com/software/sotorch | Results of different optimization methods for f(x) = |x| + 6.0
Results of different optimization methods for f(x) = |x| + 6.0 -- (part II)
Inspiration
The inspiration for sotorch appeared when I started implementing Visual Odometry in some experiments of my MSc course. I saw that I could save a lot of time if I used... | sotorch | Auxiliary second-order optimization tools compatible with PyTorch. | ['Ronnypetson Souza da Silva', 'MirelleB'] | [] | ['numpy', 'python', 'pytorch', 'scipy'] | 60 |
10,159 | https://devpost.com/software/sentiment-analysis-thw35j | Demo of Sentiment Analysis in action
Inspiration
After learning about BERT, I wanted to try my hand at implementing a simple Sentiment Analysis script using PyTorch and HuggingFace's Transformers. When I saw this hackathon I decided to add other Transformers models such as AlBERT and DistilBERT to it as well as chang... | Sentiment Analysis | Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank. | ['Baris Sayil'] | [] | ['flask', 'python', 'pytoch', 'transformers', 'vue.js'] | 61 |
10,159 | https://devpost.com/software/disease-prediction-using-x-ray | Lung-Disease Prediction
Changing healtcare industry.
View the demo »
About The Project
An intelligent platform to predict disease of chest x-rays.
This platform makes use of a machine learning algorithm capable of tracking and detecting diseases. Artificial Intelligence (AI) has emerged as one of the mos... | Disease Prediction using X-RAY | Disease prediction system that can help radiologists review Chest X-rays more efficiently. System is able able to help detect pneumonia and 13 other thoracic diseases using chest x-ray images. | ['Nikhil Ramakrishnan', 'Shreyas Papinwar'] | [] | ['angular.js', 'python', 'pytorch'] | 62 |
10,159 | https://devpost.com/software/go-doctor | template
Inspiration
fix long-running problems
What it does
detecting the severity of symptoms
How I built it
Challenges I ran into
Accomplishments that I'm proud of
What I learned
What's next for Go doctor
Built With
bootstrap
flask
python
python-package-index
pytoch
pytorch
xd
Try it out
github.com... | Go doctor | a diagnostic application and hospital treatment proposal according to your area | ['Francisco Nathanaël CAPO-CHICHI'] | [] | ['bootstrap', 'flask', 'python', 'python-package-index', 'pytoch', 'pytorch', 'xd'] | 63 |
10,159 | https://devpost.com/software/rld | Inspiration
As a machine learning engineer and a PhD candidate in Reinforcement Learning I spend a lot of time evaluating the trained agent's behavior. While some of the information can be presented in TensorBoard in the form of Key Performance Indicators (KPIs), some insights can be gathered only by visualizing agent... | rld | A development tool for evaluation and interpretability of reinforcement learning agents. | ['Tomasz Wrona'] | [] | ['bootstrap', 'javascript', 'python', 'pytorch', 'ray', 'react', 'rllib'] | 64 |
10,159 | https://devpost.com/software/recyclemate-bot | RecycleBot Conversation Flow -A typo some where in the mix
Testing out the Raspberry Pi & Arduino - The MCU's behind the smart bin.
Testing Mobile feature
Inspiration
I recently just completed a Tools for Data Analysis course, which was taught in Python, which I found interesting. Signing up to this hackathon made... | RecycleMate Bot | RecycleMate is a platform that makes it possible to recycle bottles in a multi-beneficial way for businesses by providing data using machine learning and rewarding individuals for recycling. | ['Chilumba Machona'] | [] | ['amazon-web-services', 'arduino', 'c+', 'python', 'pytorch', 'raspberry-pi', 'react'] | 65 |
10,159 | https://devpost.com/software/i-got-total-day | The start
Be ready to record the video
Start recording...
Uploading...
Processing...
downloading...
Finished!
The architecture of our application
Inspiration
Short videos nowadays are a popular way for entertaining and showing one's charisma on social medias such as Instagram. For example, many apps for sp... | I got a total day | A deep learning-based video-sharing social media app - TikTorch! | ['Randy Liu', '韓維 107碩-', '子皓 林', 'jimcute219'] | [] | ['node.js', 'python', 'pytorch', 'swift'] | 66 |
10,159 | https://devpost.com/software/voice-assistant-7e368k | Voice assistant using pytorch
project name :
Voice assistant powered by Pytorch
Team members:
1)Harini I (Sri sairam engineering college,India)
2)Balakrishnan V (St.Joseph's College of engineering,India)
Description :
We have done a simple voice assistant application which basically handles customer queries.Bas... | Voice assistant | We have done a simple voice assistant application which basically handles customer queries.It also do browser operations, sending e-mails,playing songs etc. | ['Balakrishnan Vivekanandhan', 'Harini I'] | [] | ['flask', 'gmailapi', 'neuralnet', 'numpy', 'python', 'pytorch', 'pyttx3', 'speechrecognition', 'torch'] | 67 |
10,159 | https://devpost.com/software/grow-n-track-u7962v | Webpage
A look into the Locust locator MAP (rep every spotting on locust over a time period)
LocustTrack
Our Vision :
Equipping every single farmer with accessible resources and aid them in making the right choices .
Q1. What is a locust attack/invasion/plague?
When the locusts start attacking crops and thereby d... | LocustTrack | An efficient web app that provides farmers make better choices and save their work from locust attacks . | ['Kartik Agarwal', 'Nima Pourjafar', 'anush krishna v'] | ['Philly Codefest 2020 Collaborative Award', 'Philly Codefest 2020 Best Hack for Social Good', 'Bring ESG funds to the spotlight (Vanguard)'] | ['css', 'flask', 'html5', 'javascript', 'php', 'python', 'sql'] | 68 |
10,159 | https://devpost.com/software/vortex | Vortex development pipelines
Inspiration
Our startup has focus on computer vision product to enable insight automation from available cctv camera or smartphone camera. Throughout our journey, we explore and encounter many deep learning - based computer vision algorithm across different frameworks and implementations.... | Visual Cortex (Vortex) | A computer vision development framework which incorporates end-to-end development pipeline, from model training experimentation to graph intermediate representation export | ['Tri Wahyu Utomo', 'Alvin Prayuda', 'Mufti Irawan Fikri', 'Fahri Ali Rahman', 'Faris Rahman'] | [] | ['albumentations', 'comet-ml', 'onnx', 'optuna', 'python', 'pytorch', 'torchscript'] | 69 |
10,159 | https://devpost.com/software/quickasl-g2qi1d | Inspiration
I am new to the USA as a student, and I observed some students in a few of my classes who were always accompanied by American Sign Language (ASL) interpreters and did their job very well in converting knowledge for these students. I wish I could interact to them more without both of us constantly needing i... | QuickASL | What do you do when you are in the presence of people who only speak ASL and you don't know any? And there is no interpreter around? This real-time ASL-to-Text conversion web app comes to the rescue! | ['Shamli Singh'] | [] | ['conda', 'flask', 'numpy', 'opencv', 'python', 'pytorch'] | 70 |
10,159 | https://devpost.com/software/the-gatekeeper | The gatekeeper running, detecting a face with mask
The gatekeeper running, detecting a face without mask
Inspiration
Currently, every country is being challenged by COVID19. This means that everywhere in the world people should be wearing face masks for each others safety. Wearing a face mask is still relatively new... | The gatekeeper | Detect if people are wearing a mask during COVID times. Good and cheap solution for airports and public transport | ['Nabil Makhout', 'Osamah Bukraa', 'Ilias Bukraa'] | [] | ['flask', 'opencv', 'python', 'pytorch'] | 71 |
10,159 | https://devpost.com/software/pneumonia-detection-using-deep-learning | An example image of detected Pneumonia sites by our proposed algorithm.
Image showing the pneumonia detection API running on localhost.
Inspiration
Pneumonia is one of the major reasons of death all over the world. It is even more dangerous for children and the elderly. And if we see the current situation of COVID-1... | Pneumonia Detection using Deep Learning | Detecting pneumonia from chest radiographs using deep learning with the PyTorch framework. | ['Sovit Rath'] | [] | ['css', 'flask', 'html', 'nvidia', 'python', 'pytorch'] | 72 |
10,159 | https://devpost.com/software/eyetorch-fhbxyt | Deep Learning has indeed become an important part of our life, it has gained considerable attention in the field of study and is getting explored with a good amount of enthusiasm. It's incredible power to detect complex patterns have led us to believe that it can be used for a task as difficult as
Diabetic Retinopath... | eyeTorch | Vision care with AI | ['Esha Pahwa', 'ACHLESHWAR LUTHRA'] | [] | ['css', 'flask', 'gpu', 'html', 'numpy', 'pandas', 'pillow', 'python', 'pytorch', 'torchvision'] | 73 |
10,159 | https://devpost.com/software/ai-based-virtual-assistant | ** Gist About the Project: ** In today’s world of automation, everyone wants to have an automated tool which make their day to day life very easy. Day to day work involve opening any application present in system, play and control music, solve mathematical expressions, search on web, sending mail, setting reminders, g... | AI based Virtual Assistant for both Windows and Linux. | I build an Automated AI based Virtual Assistant to perform open apps, play and control music, solve mathematical expressions, search on web, sending mail, setting reminders, weather details, etc | ['Shivam Gupta'] | [] | ['natural-language-processing', 'python', 'speechapi', 'sqlite', 'tensorflow', 'tflearn', 'wikipedia'] | 74 |
10,159 | https://devpost.com/software/besmile-app-with-pyemotion | BeSmile - Welcome Page
BeSmile - Home Page
BeSmile - Report Page
What is PyEmotion?
PyEmotion
is the python package for Facial Emotion Recognition and its build on top of
PyTorch
. And it will be supported various application development like, Web/Desktop and Mobile.
Using PyEmotion package, We can detect the ... | BeSmile with PyEmotion | Using AI programs to detect the person's mood while doing their work. And it mainly improves their happy face. | ['Karthick Nagarajan'] | [] | ['python', 'pytoch'] | 75 |
10,159 | https://devpost.com/software/codemix-nlp | Our primary features
Our webite is also a Progressive Web App, check it out!
The model we are using to understand code-switched data
Our Python package also has a documentation. Checkout https://lingualytics.github.io/py-lingualytics/
We tried to use other models than transformer like this one, but transformers ou... | Lingualytics | Democratizing NLP by understanding a mix of languages | ['Rohan Rajpal', 'Royal Tomar', 'Srijan Jain'] | [] | ['bootstrap', 'gh-pages', 'github', 'hugggingface', 'nltk', 'photoshop', 'python', 'python-package-index', 'pytorch', 'react', 'react-native', 'sass', 'sphinx', 'texthero', 'torch', 'transformers'] | 76 |
10,159 | https://devpost.com/software/nngeometry | Inspiration
When exploring recent deep learning research papers, I found it striking that Fisher Information Matrices and Neural Tangent Kernels are used in many projects across several subdomains of deep learning, but each of these projects have their own implementation, that is often buggy, and limited to their use.... | NNGeometry | Fast and easy Fisher Information Matrices and Neural Tangent Kernels | ['Thomas George'] | [] | ['pytorch'] | 77 |
10,159 | https://devpost.com/software/betazero | As a team, we've always loved playing adversarial games like poker and chess that have complex but interesting optimal strategies. We were naturally inspired by Google's AlphaZero AI, not only because it beat the world's top chess-playing algorithms like stockfish, but also because it played such far-sighted, positiona... | TauZero | A novel reinforcement learning algorithm that learns to play chess using self play. | ['Collin Wang', 'Thomas Chen'] | [] | ['flask', 'python', 'pytorch'] | 78 |
10,159 | https://devpost.com/software/sketch-architect | Inspiration
Complitely distrupt the modeling industry, specifically the Architecture Industry. We envisioned to usign simple sketch interfaces to provide real time feedback for initial conceptual design phases.
What it does
This application is able to recognize and classify sketch to 3D solid and geometry
How I bui... | SketchGAN | This project make your sketches jumping in 3D, today's modelling software require a lot of experience even in initial Conceptual design phases. Using fast.ai and pytorch3D we simplify this process. | ['Alberto Tono'] | [] | ['fast.ai', 'pytorch', 'pytorch3d'] | 79 |
10,159 | https://devpost.com/software/gdfgddfd | simplification
filtering
segmentation
classification
predefined_pde
manually_defined_pde
Inspiration
I work in field of PDEs on graphs. PDEs on graphs are known to have many
applications
. This summer I started exploring "deep learning on graphs" and I came upon
torch_geometric
. The learning process on ... | torch_pdegraph | Solving PDEs (partial differential equations) on graphs | ['amitoz azad'] | [] | ['faiss', 'open3d', 'python-scientific-stack', 'torch', 'torch-geometric', 'tqdm'] | 80 |
10,159 | https://devpost.com/software/mooc-anonymous-yv2q0s | Snapshot of web app
Banner
Banner 2
GIF
Inspiration
Great traditional boot camps are becoming costly and presenting a barrier of entry for many students and global learners who resort to Massive Open Online Courses(MOOCs). MOOCs are great equalizers for learners because of their general affordability and convenie... | ROBO-BootCamp | An AI BootCamp solution. | ['Samuel Osei Afriyie', 'Emmanuel Acheampong', 'Abdul-Latif Gbadamoshie', 'uchennaaduaka1 Aduaka'] | [] | ['css', 'facebook-messenger', 'flask', 'google-cloud', 'google-colab', 'html', 'javascript', 'jupyter-notebooks', 'numpy', 'pandas', 'python', 'pytorch', 'rest-service', 'scikit-learn'] | 81 |
10,159 | https://devpost.com/software/daily-brief | The Home Page.
Inspiration
This app was inspired by the surge in news stories recently. The plan was to create an app that presents news in digestible format and automate the process.
What it does
The app retrieves popular news stories and uses a machine learning model to create a summarized version of the articl... | Daily Brief | A web app which provides users with a 2-3 line summary each of the top news of the day. Will utilize Pytorch to create a model to create the news article summaries. | ['Yash Mundra'] | [] | ['amazon-dynamodb', 'amazon-ecs', 'amazon-web-services', 'huggingface', 'pytorch', 'react'] | 82 |
10,159 | https://devpost.com/software/gaia-s-league | Take a picture screen
Your garbages collected and your score.
The leaderboard of Gaia's League heroes
Inspiration
As we like to spend time in park running, we remarked an increase in the number of garbage in park, forest, etc... Unfortunately, no one like cleaning place cause it is dirty, time-consuming but especia... | Gaia's League | Gaia's League aim at cleaning the planet. Take a picture of a dirty place, clean it, then take another picture of the result. Our ML algorithm will count the garbage collected and reward with point. | ['Neroksi N.', 'Marin Bouthemy'] | [] | ['django', 'python', 'pytorch', 'react', 'react-native'] | 83 |
10,159 | https://devpost.com/software/deepfakedetection | Inspiration
70% of every human brain resource is gone to his visual cortex. with the advent of deepfakes this visual information is misleading and hacked. These fakes can mislead public or even be used to shame a person. I want to help solve this problem for the betterment of everyoone.
What it does
How I built it
... | deepfakedetection | We are already late in taking precautions for covid but not so late for deepfakes. I want to help protect the world from these fakes. | ['Nithin Varghese'] | [] | ['python', 'pytorch'] | 84 |
10,159 | https://devpost.com/software/insight-c6hxug | Making NLP accessible and also demonstrating what value can be derived from it.
This is NLP as a Service.
Natural Language Processing is being used more and more in enterprise to extract information from unstructured data. With the advent of Language Models and Transfer Learning in domain of NLP this use has only ac... | Insight | NLP as a Service. Project Insight is designed for users to get insights into user the textual data based on Pre-Trained and Fine-Tuned NLP models.. | ['Abhishek Kumar Mishra'] | [] | ['fastapi', 'python', 'pytorch', 'streamlit'] | 85 |
10,159 | https://devpost.com/software/real-time-sudoku-solver-computer-vision-deep-learning | demo_pic2
demo_pic1
Inspiration
I made a Sudoku solver using PyGame some time ago and I wanted to do something like this ever since. Then I saw that this hackathon was on, so I decided to implement the neural network using PyTorch too.
What it does
As the name suggests, it solves Sudoku puzzles by looking at it an... | Real Time Sudoku Solver - CV/DL | Application which uses the camera and searches for a 9*9 Sudoku puzzle in the frame, then extracts it (by recognizing the digits and the white spaces) and then superimposes the solution on it. | ['Raghav Virmani'] | [] | ['numpy', 'opencv', 'python', 'pytorch', 'torchvision'] | 86 |
10,159 | https://devpost.com/software/codesnippetsearch-net | Web application index page
Web application search page
Web extension
Inspiration
Code search (for me at least) is one of the most important tools during coding. I noticed that searching and navigating through code heavily outweighs the actual coding.
When I'm already familiar with a codebase, I find that exact sea... | CodeSnippetSearch.net | Search GitHub repositories using natural language queries and code itself. | ['Rok Novosel'] | [] | ['django', 'python', 'pytorch', 'vue'] | 87 |
10,159 | https://devpost.com/software/covid-19-detection-using-deep-learning-ai | Thereafter images taken by astronauts will be analyzed by a CNN model to show us the impact created on the group by objects -lunar craters.
Inspiration.One of the things that should be done in this scenario is manual testing so that the true situation can be understood and right decision is taken and disadvanta... | covid 19 with Ai | i think using Xray images to tell if somebody is positive or negative is comfortable | ['limo patrick'] | [] | ['ai', 'kera', 'machine-learning', 'python', 'pytorch', 'tensorflow'] | 88 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.