Fast AutoaugmentOfficial Implementation of 'Fast AutoAugment' in PyTorch.
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TextclassificationAll kinds of neural text classifiers implemented by Keras
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KerasrR interface to the keras library
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Numpy ConvnetA small and pure Numpy Convolutional Neural Network library.
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TpotA Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
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Facedet实现常用基于深度学习的人脸检测算法
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Php MlPHP-ML - Machine Learning library for PHP
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Computervision RecipesBest Practices, code samples, and documentation for Computer Vision.
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Machine Learning From ScratchSuccinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
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PsganPeriodic Spatial Generative Adversarial Networks
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Kaggle CompetitionsThere are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.
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Small norbPython wrapper to small NORB dataset
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Keras ContribKeras community contributions
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Picasso🎨 A CNN visualizer
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Tensorflow Cifar 10Cifar-10 CNN implementation using TensorFlow library with 20% error.
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SelfdrivingcarA collection of all projects pertaining to different layers in the SDC software stack
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Urban Sound ClassificationUrban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)
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FrostnetFrostNet: Towards Quantization-Aware Network Architecture Search
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Ml Classify Text JsMachine learning based text classification in JavaScript using n-grams and cosine similarity
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Pytorch Dc TtsText to Speech with PyTorch (English and Mongolian)
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YannlYet another neural network library
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Caffe ModelCaffe models (including classification, detection and segmentation) and deploy files for famouse networks
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Face Mask DetectionFace masks are crucial in minimizing the propagation of Covid-19, and are highly recommended or even obligatory in many situations. In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.
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GpstuffGPstuff - Gaussian process models for Bayesian analysis
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Satellite imagery analysisImplementation of different techniques to find insights from the satellite data using Python.
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Style TransferA Keras Implementation of "A Neural Algorithm of Artistic Style"
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Tensorflow SrganTensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)
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OnenotetaggingkitOneNote (desktop) add-in to manage OneNote pages by page tags
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TnnBiologically-realistic recurrent convolutional neural networks
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Theano Kaldi RnnTHEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.
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Fashion MnistA MNIST-like fashion product database. Benchmark 👇
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Pathology Images Analysis Using CnnScripts for https://www.nature.com/articles/s41598-018-27707-4, using Convolutional Neural Network to detect lung cancer tumor area
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GhostnetCV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
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Facial Expression RecognitionClassify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge
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Randwire tensorflowtensorflow implementation of Exploring Randomly Wired Neural Networks for Image Recognition
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Bmw Classification Inference Gpu CpuThis is a repository for an image classification inference API using the Gluoncv framework. The inference REST API works on CPU/GPU. It's supported on Windows and Linux Operating systems. Models trained using our Gluoncv Classification training repository can be deployed in this API. Several models can be loaded and used at the same time.
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Lossfunctions.jlJulia package of loss functions for machine learning.
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Gd UapGeneralized Data-free Universal Adversarial Perturbations
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DeepseqslamThe Official Deep Learning Framework for Route-based Place Recognition
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DeepwayThis project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.
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Isl PythonSolutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
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