Best ai paper 2020A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
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SertSemantic Entity Retrieval Toolkit
Stars: ✭ 100 (-46.24%)
InvoicenetDeep neural network to extract intelligent information from invoice documents.
Stars: ✭ 1,886 (+913.98%)
Mit Deep Learning Book PdfMIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
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Har Keras CnnHuman Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras
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HorovodDistributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Stars: ✭ 11,943 (+6320.97%)
Exposure correctionReference code for the paper "Learning Multi-Scale Photo Exposure Correction", CVPR 2021.
Stars: ✭ 98 (-47.31%)
Zi2ziLearning Chinese Character style with conditional GAN
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Ngsim envLearning human driver models from NGSIM data with imitation learning.
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Seq2seq tutorialCode For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"
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360sd NetPytorch implementation of ICRA 2020 paper "360° Stereo Depth Estimation with Learnable Cost Volume"
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SpecganSpecGAN - generate audio with adversarial training
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E3d lstme3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond
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Lipreading Densenet3dDenseNet3D Model In "LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the Wild", https://arxiv.org/abs/1810.06990
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Ai ArtPyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!
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Wb color augmenterWB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
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LibraErgonomic machine learning for everyone.
Stars: ✭ 1,925 (+934.95%)
Mobilenet SsdMobileNet-SSD(MobileNetSSD) + Neural Compute Stick(NCS) Faster than YoloV2 + Explosion speed by RaspberryPi · Multiple moving object detection with high accuracy.
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Face Alignment TrainingTraining code for the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.
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DeeplearningNeural network base on c++14, support any number of layers 基于C++14元编程的深度学习神经网络模板类,支持任意层数
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Electra pytorchPretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)
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Skip Thought TfAn implementation of skip-thought vectors in Tensorflow
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Simple Neural NetworkCreating a simple neural network in Python with one input layer (3 inputs) and one output neuron.
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Datastories Semeval2017 Task4Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
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Deeplearning NotesNotes for Deep Learning Specialization Courses led by Andrew Ng.
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Auto car基于深度学习的自动避障智能小车
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Anomaly detection tutoAnomaly detection tutorial on univariate time series with an auto-encoder
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BlinkdlA minimalist deep learning library in Javascript using WebGL + asm.js. Run convolutional neural network in your browser.
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Cyclegan Vc2Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2
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Auto ml[UNMAINTAINED] Automated machine learning for analytics & production
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Pwc NetPWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
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Ssd Models把极速检测器的门槛给我打下来make lightweight caffe-ssd great again
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Clearml AgentClearML Agent - ML-Ops made easy. ML-Ops scheduler & orchestration solution
Stars: ✭ 117 (-37.1%)
AorunDeep Learning over PyTorch
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Deeplearning4jSuite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learni…
Stars: ✭ 12,277 (+6500.54%)
Deep Kernel GpDeep Kernel Learning. Gaussian Process Regression where the input is a neural network mapping of x that maximizes the marginal likelihood
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DeepcpgDeep neural networks for predicting CpG methylation
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Usss iccv19Code for Universal Semi-Supervised Semantic Segmentation models paper accepted in ICCV 2019
Stars: ✭ 57 (-69.35%)
Keras age genderEasy Real time gender age prediction from webcam video with Keras
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PycmMulti-class confusion matrix library in Python
Stars: ✭ 1,076 (+478.49%)
FaceswapDeepfakes Software For All
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Clearml ServerClearML - Auto-Magical Suite of tools to streamline your ML workflow. Experiment Manager, ML-Ops and Data-Management
Stars: ✭ 186 (+0%)
Deep white balanceReference code for the paper: Deep White-Balance Editing, CVPR 2020 (Oral). Our method is a deep learning multi-task framework for white-balance editing.
Stars: ✭ 184 (-1.08%)
AirsimOpen source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Stars: ✭ 12,528 (+6635.48%)
All4nlpAll For NLP, especially Chinese.
Stars: ✭ 141 (-24.19%)
HiddenlayerNeural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
Stars: ✭ 1,561 (+739.25%)