UsrnetDeep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
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VideosuperresolutionA collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.
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Regl CnnDigit recognition with Convolutional Neural Networks in WebGL
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Lambda NetworksImplementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
Stars: ✭ 1,497 (+1147.5%)
Tensorflow BookAccompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Stars: ✭ 4,448 (+3606.67%)
DidnPytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".
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Stn OcrCode for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition
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EspnetESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
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Roadway intelVehicle make and model classification in Tensorflow by fine-tuning VGG16
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DropblockImplementation of DropBlock: A regularization method for convolutional networks in PyTorch.
Stars: ✭ 466 (+288.33%)
Ti PoolingTI-pooling: transformation-invariant pooling for feature learning in Convolutional Neural Networks
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RobustnessCorruption and Perturbation Robustness (ICLR 2019)
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Feel The KernGenerating proportional fonts with deep learning
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PbaEfficient Learning of Augmentation Policy Schedules
Stars: ✭ 461 (+284.17%)
Image Quality AssessmentConvolutional Neural Networks to predict the aesthetic and technical quality of images.
Stars: ✭ 1,300 (+983.33%)
Dbpn PytorchThe project is an official implement of our CVPR2018 paper "Deep Back-Projection Networks for Super-Resolution" (Winner of NTIRE2018 and PIRM2018)
Stars: ✭ 459 (+282.5%)
Cyclegan QpOfficial PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"
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Colorization PytorchPyTorch reimplementation of Interactive Deep Colorization
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EdafaTest Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.
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Big transferOfficial repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
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NumpycnnBuilding Convolutional Neural Networks From Scratch using NumPy
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KerasrR interface to the keras library
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Awesome Graph ClassificationA collection of important graph embedding, classification and representation learning papers with implementations.
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Convisualize nbVisualisations for Convolutional Neural Networks in Pytorch
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Arl EegmodelsThis is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
Stars: ✭ 422 (+251.67%)
Cinc Challenge2017ECG classification from short single lead segments (Computing in Cardiology Challenge 2017 entry)
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Transformer TtsA Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"
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Ca NetCode for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
Stars: ✭ 56 (-53.33%)
SlimmingLearning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
Stars: ✭ 414 (+245%)
Pytorch Original TransformerMy implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.
Stars: ✭ 411 (+242.5%)
Multi Class Text Classification CnnClassify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
Stars: ✭ 410 (+241.67%)
Reformer PytorchReformer, the efficient Transformer, in Pytorch
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DeepfaceDeep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow
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Neural spEnd-to-end ASR/LM implementation with PyTorch
Stars: ✭ 408 (+240%)
Malware ClassificationTowards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
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Tf Pose EstimationDeep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
Stars: ✭ 3,856 (+3113.33%)
Numpy ConvnetA small and pure Numpy Convolutional Neural Network library.
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Neuralnetwork.netA TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
Stars: ✭ 392 (+226.67%)
Deeply Recursive Cnn TfTest implementation of Deeply-Recursive Convolutional Network for Image Super-Resolution
Stars: ✭ 116 (-3.33%)
DeeplogoA brand logo detection system using tensorflow object detection API.
Stars: ✭ 388 (+223.33%)
Espnetv2A light-weight, power efficient, and general purpose convolutional neural network
Stars: ✭ 377 (+214.17%)
Pixel Recursive Super ResolutionTensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)
Stars: ✭ 374 (+211.67%)
GhostnetCV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
Stars: ✭ 1,744 (+1353.33%)
DeepmedicEfficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans
Stars: ✭ 809 (+574.17%)
Quicknat pytorchPyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty
Stars: ✭ 74 (-38.33%)
Switchable NormalizationCode for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779
Stars: ✭ 804 (+570%)
Chatbot cn基于金融-司法领域(兼有闲聊性质)的聊天机器人,其中的主要模块有信息抽取、NLU、NLG、知识图谱等,并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
Stars: ✭ 791 (+559.17%)
Sarcasm DetectionDetecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.
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Image Text Localization RecognitionA general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集 シーンテキストの位置認識と識別のための論文リソースの要約
Stars: ✭ 788 (+556.67%)