A deep learning application with iOS end to learn about user room style and recommend new furniture, and visualize furniture in their room using augmented reality
An automated end-to-end pipeline for dataset discovery, collection, and model building. Classification simplified.
Anonymous posts are vital to all communities. Big Red Confession Wall allows people to freely and anonymously voice their ideas.
Can an algorithm diagnose Alzheimer's disease based on patients' MRIs? We trained a 3D CNN with 1500 brain MRIs of three different stages. The predictions are shown on 3D superimposing the actual MRIs
We try to guess with 85% accuracy if the avocado in the picture us ripe, unripe or overripe.
End-to-end music demixing with PyTorch
"Stop thinking with your head" - Making a simple, small, and fast experimental architecture based on RNNs that emulates Transformers
It's Dance Time! Get your personal dance trainer and compete to be the best dancer
PytorchCV allows users to easily annotate images using a label system for classification problems, a bounding box for localization, and a polygon tool or freehand selection for segmentation tasks.
4x faster pinned CPU -> GPU data transfer than Pytorch pinned CPU tensors, and 110x faster GPU -> CPU transfer. Augment parameter size by hosting on CPU. Use non sparse optimizers for sparse training
Helps report suicidal tendencies using NLP sentiment analysis, and connects users with help.
XPlore is a tool designed for understanding, analyzing and annotating medical images like Xrays ,MRIs, CT scans. The intended audience are both data scientists and medical professionals.
EmoAR is a mobile AR app that aims to recognize facial expression in real time and to superimpose virtual content according to the recognized facial expression. We also created a web app (without AR).
Low cost solution to detect pneumothorax using raspberry pi for remote areas where there are no radiologist.
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
We will create an end-to-end Deep learning solution for Chest X-ray diagnosis. It will be a cost-effective solution for rural population with inadequate access to diagnostic imaging specialists.
Generate Music with AI
Preprocess selected classical music and train a GAN to attempt creation and discrimination of the GAN based on significant characteristics learned from a generated spectrogram waveform.
Automated task/test framework for differentiable software.
To help people create and automate quality social media post to bring more traffic and awareness to their brand. Beside, it also a machine to help people think about the content with image or text.
There are over 280 million blind and visually impaired people around the world who have problems that seem small to people with more abilities (such as pairing socks) but to them they are huge.
Making the world a better place one posture at a time
Detoxify is a Chrome extension which detects, classifies and highlights toxic comments in English under Youtube videos with the power of Deep Learning
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch