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A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php.
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Caffe: a fast open framework for deep learning.
re-implementation of googlenet batch normalization
Python script to generate prototxt on Caffe, specially the inception_v3 \ inception_v4 \ inception_resnet \ fractalnet
Deep Visualization Toolbox Github: https://github.com/yosinski/deep-visualization-toolbox Understanding Image Representations by Inverting Them Paper: https://arxiv.org/pdf/1412.0035v1.pdf Learning FRAME Models Using CNN filters Project page: http://www.stat.ucla.edu/~yang.lu/project/deepFrame/main.html Convergent Learning: Do different neural networks learn the same representations? Github: https://github.com/yixuanli/convergent_learning Torch-visbox https://github.com/Aysegul/torch-visbox Plot caffe models online http://ethereon.github.io/netscope/#/editor Grad-CAM: Gradient-weighted Class Activation Mapping https://github.com/ramprs/grad-cam/ Quiver: Interactive Feature Visualization for Keras https://github.com/jakebian/quiver CS231 Stanford notes on Visualization http://cs231n.github.io/understanding-cnn/
The Convolutional Neural Network(CNN) for Android
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
A tensorflow implementation of Deep Convolutional Generative Adversarial Networks
Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.
Evaluation of Deep Learning Frameworks
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
Convolutional neural network that does real-time emotion recognition. HappyNet detects faces in video and images, classifies the emotion on each face, then replaces each face with the correct emoji for that emotion. Based on Caffe and the "Emotions in the Wild" network available on Caffe model zoo.
A tool to visualize feature spaces commonly used in object detection.
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
A Lip Reading Neural Network using LSTM, implemented upon keras
Lisa Anne's public caffe code.
A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)
MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd
OHEM support for Fast R-CNN
Face recognition with deep neural networks.
pyNetBuilder is a modular pytonic interface with builtin modules for generating popular caffe prototxt network file definitions.
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
Interactive convnet features visualization for Keras
Image Processing SciKit (Toolbox for SciPy)
ImageNet 2015 Object Detection from Video (VID)
Object detection in TensorFlow
Computation using data flow graphs for scalable machine learning
TensorFlow Tutorial and Examples for beginners
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.