Cs231n Convolutional Neural Networks SolutionsAssignment solutions for the CS231n course taught by Stanford on visual recognition. Spring 2017 solutions are for both deep learning frameworks: TensorFlow and PyTorch.
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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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RivuletpyRobust 3D Neuron Tracing / General 3D tree structure extraction in Python for 3D images powered by the Rivulet2 algorithm. Pain-free Install & use in 5 mins.
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DensepointDensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)
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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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VoicemapIdentifying people from small audio fragments
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DogembeddingsRare pupper image compression model for word-embedding-esque operations.
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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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Traffic Sign DetectionTraffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".
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GcommandspytorchConvNets for Audio Recognition using Google Commands Dataset
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BrainA high level programming language that compiles into the brainfuck esoteric programming language
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HyperdensenetThis repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
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GtsrbConvolutional Neural Network for German Traffic Sign Recognition Benchmark
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ShainetSHAInet - a pure Crystal machine learning library
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Traffic Sign ClassifierUdacity Self-Driving Car Engineer Nanodegree. Project: Build a Traffic Sign Recognition Classifier
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Dl Workshop SeriesMaterial used for Deep Learning related workshops for Machine Learning Tokyo (MLT)
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FacerankFaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型(QQ群:167122861)。技术支持:http://tensorflow123.com
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Mp Cnn TorchMulti-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)
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Attribute Aware Attention[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning
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Plaquebox PaperRepo for Tang et al, bioRxiv 454793 (2018)
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GhostnetCV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
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All Classifiers 2019A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.
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FastA framework for GPU based high-performance medical image processing and visualization
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MousemorphTools for MRI mouse brain morphometry
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Cat Dog Cnn ClassifierThis classifier use Convolution Neural Network approch for kaggle problem to classify Cat vs Dog images.
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Image Caption Generator[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow
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Wav2letter.pytorchA fully convolution-network for speech-to-text, built on pytorch.
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SlicergitsvnarchiveMulti-platform, free open source software for visualization and image computing.
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IresnetImproved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
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Grad Cam[ICCV 2017] Torch code for Grad-CAM
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ModelsDLTK Model Zoo
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Noise2noiseAn unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
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Practical Machine Learning With PythonMaster the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
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Top Deep Learning Top 200 deep learning Github repositories sorted by the number of stars.
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ItkInsight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
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Person Detection And TrackingA tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking
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YnetY-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images
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SincnetSincNet is a neural architecture for efficiently processing raw audio samples.
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LsuvinitReference caffe implementation of LSUV initialization
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Cifar 10 CnnPlay deep learning with CIFAR datasets
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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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AwslambdafacePerform deep neural network based face detection and recognition in the cloud (via AWS lambda) with zero model configuration or tuning.
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Cnn Relation ExtractionTensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)
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Image To 3d BboxBuild a CNN network to predict 3D bounding box of car from 2D image.
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Bilinear Cnn TensorflowThis is an implementation of Bilinear CNN for fine grained visual recognition using TensorFlow.
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Dicom RsPure Rust implementation of the DICOM standard
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Rl MedicalDeep Reinforcement Learning (DRL) agents applied to medical images
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