Text recognition toolboxtext_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.
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Sentiment 2017 ImavisFrom Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction
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Njunmt TfAn open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.
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Ccnet Pure PytorchCriss-Cross Attention for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.
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DeepgazeComputer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.
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Hyperopt Keras Cnn Cifar 100Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
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LibfacedetectionAn open source library for face detection in images. The face detection speed can reach 1000FPS.
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Min nlp practiceChinese & English Cws Pos Ner Entity Recognition implement using CNN bi-directional lstm and crf model with char embedding.基于字向量的CNN池化双向BiLSTM与CRF模型的网络,可能一体化的完成中文和英文分词,词性标注,实体识别。主要包括原始文本数据,数据转换,训练脚本,预训练模型,可用于序列标注研究.注意:唯一需要实现的逻辑是将用户数据转化为序列模型。分词准确率约为93%,词性标注准确率约为90%,实体标注(在本样本上)约为85%。
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Tf Mobilenet V2Mobilenet V2(Inverted Residual) Implementation & Trained Weights Using Tensorflow
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Grad Cam🌈 📷 Gradient-weighted Class Activation Mapping (Grad-CAM) Demo
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Geo Deep LearningDeep learning applied to georeferenced datasets
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SppnetSpatial Pyramid Pooling on top of AlexNet using tensorflow. ***New updates for SPPnet in Pytorch**
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Awesome Deep Learning ResourcesRough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier
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CfsrcnnCoarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2020)
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Mnist ClassificationPytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)
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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].
Stars: ✭ 89 (-29.92%)
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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Lambda NetworksImplementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
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PytorchPyTorch tutorials A to Z
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DeepspeechrecognitionA Chinese Deep Speech Recognition System 包括基于深度学习的声学模型和基于深度学习的语言模型
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Tensorflow Cifar 10Cifar-10 CNN implementation using TensorFlow library with 20% error.
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Eval On Nn Of RcEmpirical Evaluation on Current Neural Networks on Cloze-style Reading Comprehension
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Single Human Parsing LipPSPNet implemented in PyTorch for single-person human parsing task, evaluating on Look Into Person (LIP) dataset.
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DltkDeep Learning Toolkit for Medical Image Analysis
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E2e AsrPyTorch Implementations for End-to-End Automatic Speech Recognition
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SeganA PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"
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Aspect ExtractionAspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
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Attention TransferImproving Convolutional Networks via Attention Transfer (ICLR 2017)
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Recursive CnnsImplementation of my paper "Real-time Document Localization in Natural Images by Recursive Application of a CNN."
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Self Driving CarA End to End CNN Model which predicts the steering wheel angle based on the video/image
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ImagenetThis implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)
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Pytorch SiftPyTorch implementation of SIFT descriptor
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Dispnet Flownet DockerDockerfile and runscripts for DispNet and FlowNet1 (estimation of disparity and optical flow)
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BigcidianPronunciation lexicon covering both English and Chinese languages for Automatic Speech Recognition.
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Pcn NcnnPCN based on ncnn framework.
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Wav2letterSpeech Recognition model based off of FAIR research paper built using Pytorch.
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DeltaDELTA is a deep learning based natural language and speech processing platform.
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Cnn Paper2🎨 🎨 深度学习 卷积神经网络教程 :图像识别,目标检测,语义分割,实例分割,人脸识别,神经风格转换,GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/
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Yolo V3 IouYOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19
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