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awesome-computer-vision-modelsA list of popular deep learning models related to classification, segmentation and detection problems
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Skin Lesions Classification DCNNsTransfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification
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efficient softmaxBlackOut and Adaptive Softmax for language models by Chainer
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chainer-ResDropDeep Networks with Stochastic Depth implementation by Chainer
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pyner🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.
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chainer-graph-cnnChainer implementation of 'Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering' (https://arxiv.org/abs/1606.09375)
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chainer-param-monitorMonitor parameter and gradient statistics during neural network training with Chainer
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chainer-ADDAAdversarial Discriminative Domain Adaptation in Chainer
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chainer2pytorchConverts Chainer modules to PyTorch, parameters included.
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ChainerPrunerChainerPruner: Channel Pruning framework for Chainer
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Ensemble-of-Multi-Scale-CNN-for-Dermatoscopy-ClassificationFully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.
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lda2vecMixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019
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EinopsDeep learning operations reinvented (for pytorch, tensorflow, jax and others)
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Bert ChainerChainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"
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yolov3-iosUsing yolo v3 object detection on ios platform.
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chainer-Fast-WaveNetA Chainer implementation of Fast WaveNet(mel-spectrogram vocoder).
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chainer-sortSimple, Online, Realtime Tracking of Multiple Objects (SORT) implementation for Chainer and ChainerCV.
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rocganChainer implementation of the paper Robust Conditional Generative Adversarial Networks
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TensorMONKA collection of deep learning models (PyTorch implemtation)
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chainer-fcis[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation
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convolutional seq2seqfairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer
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deeplearning-mpoReplace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO
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BMI219-2017-ProteinFoldingUCSF BMI219 Deep Learning (2017), Coding example (Prediction of protein folding with RNN and CNN)
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chainer-pix2pixChainer implementation for Image-to-Image Translation Using Conditional Adversarial Networks
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chainer-LSGANLeast Squares Generative Adversarial Network implemented in Chainer
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DensenetMXNet implementation for DenseNet
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Multi-task-Conditional-Attention-NetworksA prototype version of our submitted paper: Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives.
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3dgan-chainer📦 A Chainer implementation of 3D Generative Adversarial Network.
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nih-chest-xraysA collection of projects which explore image classification on chest x-ray images (via the NIH dataset)
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tutorialsIntroduction to Deep Learning: Chainer Tutorials
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graph-nvpGraphNVP: An Invertible Flow Model for Generating Molecular Graphs
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gluon2pytorchGluon to PyTorch deep neural network model converter
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FcnChainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
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densenetA PyTorch Implementation of "Densely Connected Convolutional Networks"
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Alpha Zero GeneralA clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
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