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2018 Data Science Bowl 2nd Place Solution
Deep learning model to identify a scene/character from 10 different animated movies
Deep Learning Computer Vision Algorithms for Real-World Use
Awesome Crowd Counting
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Multi-label, multi-class classification of chest X-ray images using PyTorch
CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet
CheXpert NLP tool to extract observations from radiology reports.
Crowd counting on the ShanghaiTech dataset, using multi-column convolutional neural networks.
Cheat Sheets
Fixed training set for 2018 Data Science Bowl
Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
Image Deblurring using Generative Adversarial Networks
Takes 2 images and says how similar they are based on Euclidean distance of feature vectors
图像判别特征算法,similarity learning,compare deep metric and deep-hashing applying in image retrieval
Deep learning based image similarity search for product recommendations
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
DSB2018 [ods.ai] topcoders
:smile: Recognizes human faces and their corresponding emotions from a video or webcam feed. Powered by OpenCV and Deep Learning.
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
My work during fast-ai course
A python package for visualization and analysis of high-throughput flow cytometry data
:hibiscus: :sunflower: Using state-of-the-art pre-trained Deep Neural Net architectures for Flower Species Recognition
InfoGAN inspired neural network trained on zap50k images (using Tensorflow + tf-slim). Intermediate layers of the discriminator network are used to do image similarity.
A library for prototyping realtime hand detection (bounding box), directly in the browser.
Attempt made by George Punter, Alexander T. Luisi, Owen Harcome, Yann Herklotz, Divyansh Manocha and Martin Ferianc for the Huawei Debluring challenge 2017
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.