UNet-TensorflowA brief tensorflow implementation about UNet.
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adaptive-segmentation-mask-attackPre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation" (MICCAI 2019).
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deepcuratorA convolutional neural network trained to recognize good* electronic music
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Cat-Dog-CNN-ClassifierConvolutional Neural Network to classify images as either cat or dog, along with using attention heatmaps for localization. Written in python with keras.
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Image-Denoising-with-Deep-CNNsUse deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures
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ResDepth[ISPRS Journal of Photogrammetry and Remote Sensing, 2022] ResDepth: A Deep Residual Prior For 3D Reconstruction From High-resolution Satellite Images
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DSMSCN[MultiTemp 2019] Official Tensorflow implementation for Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Neural Networks.
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radnetU-Net for biomedical image segmentation
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U-Net-SatelliteRoad Detection from satellite images using U-Net.
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squeeze-unetSqueeze-unet Semantic Segmentation for embedded devices
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minirocketMINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
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SimpNet-TensorflowA Tensorflow Implementation of the SimpNet Convolutional Neural Network Architecture
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DeTraC COVId19Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network
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Pix2Pix-Keras基于pix2pix模型的动漫图片自动上色(keras实现) 2019-2-25
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Hierarchical-TypingCode and Data for all experiments from our ACL 2018 paper "Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking"
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DeepWay.v2Autonomous navigation for blind people
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clinicadlFramework for the reproducible processing of neuroimaging data with deep learning methods
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deep-explanation-penalizationCode for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584
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covid19.MIScnnRobust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data
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DeepBind-with-PyTorchCNN architecture for predicting DNA binding sites for Transcription Factors
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Brain-Tumor-SegmentationAttention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation
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depth-map-predictionPytorch Implementation of Depth Map Prediction from a Single Image using a Multi-Scale Deep Network
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unet-pytorchThis is the example implementation of UNet model for semantic segmentations
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coursera-gan-specializationProgramming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
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W-Net-KerasAn unofficial implementation of W-Net for crowd counting.
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FocusLiteNNOfficial PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology"
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character-level-cnnKeras implementation of Character-level CNN for Text Classification
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deepedgedeep learning edge detector based on U-net and BSDS 500 dataset
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Fashion-Clothing-ParsingFCN, U-Net models implementation in TensorFlow for fashion clothing parsing
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SRCNN CppC++ Implementation of Image Super-Resolution using Convolutional Neural Network
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DeepCrackDeepCrack: Learning Hierarchical Convolutional Features for Crack Detection
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cartoon-ganImplementation of cartoon GAN [Chen et al., CVPR18] with pytorch
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Face.evolve.pytorch🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
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Neural Style TfTensorFlow (Python API) implementation of Neural Style
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