FlashtorchVisualization toolkit for neural networks in PyTorch! Demo -->
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FacedetectionC++ project to implement MTCNN, a perfect face detect algorithm, on different DL frameworks. The most popular frameworks: caffe/mxnet/tensorflow, are all suppported now
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Monodepth360Master's project implementing depth estimation for spherical images using unsupervised learning with CNNs.
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social-cnn-pytorchHuman Trajectory Prediction in Socially Interacting Crowds Using a CNN-based Architecture
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Pytorch AdainUnofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
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Dcgan TensorflowA tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
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TransGANThis is a re-implementation of TransGAN: Two Pure Transformers Can Make One Strong GAN (CVPR 2021) in PyTorch.
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Haddoc2Caffe to VHDL
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Numpy neural network仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层;以及图像分类案例及精调网络案例等,持续更新中... ...
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Tensorflow DCGANStudy Friendly Implementation of DCGAN in Tensorflow
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St CganDataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"
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Music recommenderMusic recommender using deep learning with Keras and TensorFlow
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EigenGAN-TensorflowEigenGAN: Layer-Wise Eigen-Learning for GANs (ICCV 2021)
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Qualia2.0Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.
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mods-light-zmqMODS with external deep descriptors/detectors
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Dcnv2Deformable Convolutional Networks v2 with Pytorch
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AdversarialnetspapersAwesome paper list with code about generative adversarial nets
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Personality DetectionImplementation of a hierarchical CNN based model to detect Big Five personality traits
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cgan-face-generatorFace generator from sketches using cGAN (pix2pix) model
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HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
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Audio-Classification-using-CNN-MLPMulti class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to identify sound of a bee, cricket or noise.
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Gait RecognitionDistance Recognition of a Human Being with Deep CNN's
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ApdrawingganCode for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)
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keras-3dganKeras implementation of 3D Generative Adversarial Network.
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Attention OcrA Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.
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TextBoxGANGenerate text boxes from input words with a GAN.
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Generative Adversarial NetworksIntroduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
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ADL2019Applied Deep Learning (2019 Spring) @ NTU
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SeqganA simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
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MUST-GANPytorch implementation of CVPR2021 paper "MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image Generation"
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Inverse Style GanLooking up a generative latent vectors from (face) reference images.
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ML-Papers-TLDRA summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.
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Text To ImageGenerative Adversarial Text to Image Synthesis / Please Star -->
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Convisualize nbVisualisations for Convolutional Neural Networks in Pytorch
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AvatarGANGenerate Cartoon Images using Generative Adversarial Network
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Deep Learning Book《Deep Learning》《深度学习》 by Ian Goodfellow, Yoshua Bengio and Aaron Courville
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Cnnimageretrieval PytorchCNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
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Regl CnnDigit recognition with Convolutional Neural Networks in WebGL
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CS231nMy solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition
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QanetA Tensorflow implementation of QANet for machine reading comprehension
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FacerecognitionOpenCV 3 & Keras implementation of face recognition for specific people.
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Context Encoder[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
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Gan PlaygroundGAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.
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EspcnA PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"
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SrmdLearning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
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Deblur GanKeras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
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