Text Classification DemosNeural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
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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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Flownet2 DockerDockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)
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NcrfppNCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
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Mobilenetv3A Keras implementation of MobileNetV3.
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Robot Grasp DetectionDetecting robot grasping positions with deep neural networks. The model is trained on Cornell Grasping Dataset. This is an implementation mainly based on the paper 'Real-Time Grasp Detection Using Convolutional Neural Networks' from Redmon and Angelova.
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Tf Adnet TrackingDeep Object Tracking Implementation in Tensorflow for 'Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning(CVPR 2017)'
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Mxnet.sharp.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/
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Vincent Ai ArtistStyle transfer using deep convolutional neural nets
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Mk TfjsPlay MK.js with TensorFlow.js
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AognetCode for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"
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Object LocalizationObject localization in images using simple CNNs and Keras
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Dgc NetA PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"
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Id Cnn CwsSource codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"
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I3d finetuneTensorFlow code for finetuning I3D model on UCF101.
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Pytorch convlstmconvolutional lstm implementation in pytorch
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Hand tracking samples 👋 👌 research codebase for depth-based hand pose estimation using dynamics based tracking and CNNs
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Deeplearning NotesNotes for Deep Learning Specialization Courses led by Andrew Ng.
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DocumentclassificationThis code implements a simple CNN model for document classification with tensorflow.
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Captcha基于CNN的验证码整体识别
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Cnn Inference Engine Quick ViewA quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.
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Iciar2018Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)
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Pytorch SiftPyTorch implementation of SIFT descriptor
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FreihandA dataset for estimation of hand pose and shape from single color images.
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Lenet 5PyTorch implementation of LeNet-5 with live visualization
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LabelboxLabelbox is the fastest way to annotate data to build and ship computer vision applications.
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Keraspp코딩셰프의 3분 딥러닝, 케라스맛
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Alexnetimplement AlexNet with C / convolutional nerual network / machine learning / computer vision
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3d Densenet3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)
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CnnimageretrievalCNN Image Retrieval in MatConvNet: Training and evaluating CNNs for Image Retrieval in MatConvNet
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EfficientnetImplementation of EfficientNet model. Keras and TensorFlow Keras.
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Transformer In TransformerImplementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch
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SppnetSpatial Pyramid Pooling on top of AlexNet using tensorflow. ***New updates for SPPnet in Pytorch**
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VitAn Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
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HandposeA python program to detect and classify hand pose using deep learning techniques
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Visualizing cnnsUsing Keras and cats to visualize layers from CNNs
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Aspect ExtractionAspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
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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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LivianetThis repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"
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Cnn captchause cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码,使用tensorflow实现卷积神经网络,进行验证码识别。
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Protest Detection Violence EstimationImplementation of the model used in the paper Protest Activity Detection and Perceived Violence Estimation from Social Media Images (ACM Multimedia 2017)
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Id Card Detector💳 Detecting the National Identification Cards with Deep Learning (Faster R-CNN)
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NewfeelingsA smart album for Android which use tensorflow to classify images
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DeepfaceKeras implementation of the renowned publication "DeepFace: Closing the Gap to Human-Level Performance in Face Verification" by Taigman et al. Pre-trained weights on VGGFace2 dataset.
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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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