Machine Learning Curriculum💻 Make machines learn so that you don't have to struggle to program them; The ultimate list
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insightocrMXNet OCR implementation. Including text recognition and detection.
Stars: ✭ 100 (-78.86%)
Cnn lstm ctc ocrTensorflow-based CNN+LSTM trained with CTC-loss for OCR
Stars: ✭ 464 (-1.9%)
Rnn TransducerMXNet implementation of RNN Transducer (Graves 2012): Sequence Transduction with Recurrent Neural Networks
Stars: ✭ 114 (-75.9%)
Image Text Localization RecognitionA general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集 シーンテキストの位置認識と識別のための論文リソースの要約
Stars: ✭ 788 (+66.6%)
Fewshot gan Unet3dTensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
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DeepconvsepDeep Convolutional Neural Networks for Musical Source Separation
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ConvnetdrawDraw multi-layer neural network in your browser
Stars: ✭ 391 (-17.34%)
Arl EegmodelsThis is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
Stars: ✭ 422 (-10.78%)
AdvsemisegAdversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018
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Food Recipe Cnnfood image to recipe with deep convolutional neural networks.
Stars: ✭ 448 (-5.29%)
Imbalanced Semi Self[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
Stars: ✭ 379 (-19.87%)
TrashnetDataset of images of trash; Torch-based CNN for garbage image classification
Stars: ✭ 368 (-22.2%)
D2l PytorchThis project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
Stars: ✭ 3,810 (+705.5%)
TensorboardStandalone TensorBoard for visualizing in deep learning
Stars: ✭ 364 (-23.04%)
DeepfaceDeep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow
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EspnetEnd-to-End Speech Processing Toolkit
Stars: ✭ 4,533 (+858.35%)
HardnetHardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
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Ghostnet.pytorch[CVPR2020] GhostNet: More Features from Cheap Operations
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Computer VisionProgramming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition
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T81 558 deep learningWashington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Stars: ✭ 4,152 (+777.8%)
Neuralnetwork.netA TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
Stars: ✭ 392 (-17.12%)
Lifting From The Deep ReleaseImplementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"
Stars: ✭ 425 (-10.15%)
DeeplogoA brand logo detection system using tensorflow object detection API.
Stars: ✭ 388 (-17.97%)
CodeceptionFull-stack testing PHP framework
Stars: ✭ 4,401 (+830.44%)
Bert Embedding🔡 Token level embeddings from BERT model on mxnet and gluonnlp
Stars: ✭ 424 (-10.36%)
Incubator MxnetLightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Stars: ✭ 19,797 (+4085.41%)
DropblockImplementation of DropBlock: A regularization method for convolutional networks in PyTorch.
Stars: ✭ 466 (-1.48%)
Mixmatch PytorchCode for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
Stars: ✭ 378 (-20.08%)
CapsnetCapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
Stars: ✭ 423 (-10.57%)
Espnetv2A light-weight, power efficient, and general purpose convolutional neural network
Stars: ✭ 377 (-20.3%)
RmdlRMDL: Random Multimodel Deep Learning for Classification
Stars: ✭ 375 (-20.72%)
SlimmingLearning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
Stars: ✭ 414 (-12.47%)
Multi Class Text Classification CnnClassify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
Stars: ✭ 410 (-13.32%)
Deep KoalarizationKeras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)
Stars: ✭ 364 (-23.04%)
Mixhop And N GcnAn implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
Stars: ✭ 358 (-24.31%)
Deep Convolution Stock Technical AnalysisUses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.
Stars: ✭ 407 (-13.95%)
RobustnessCorruption and Perturbation Robustness (ICLR 2019)
Stars: ✭ 463 (-2.11%)
Bmxnet(New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet
Stars: ✭ 347 (-26.64%)
Tf Pose EstimationDeep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
Stars: ✭ 3,856 (+715.22%)
Ssl4misSemi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
Stars: ✭ 336 (-28.96%)
ThesemicolonThis repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Stars: ✭ 345 (-27.06%)
NumpycnnBuilding Convolutional Neural Networks From Scratch using NumPy
Stars: ✭ 436 (-7.82%)
Fire Detection Cnnreal-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)
Stars: ✭ 340 (-28.12%)
Personality DetectionImplementation of a hierarchical CNN based model to detect Big Five personality traits
Stars: ✭ 338 (-28.54%)
D2l VnMột cuốn sách tương tác về học sâu có mã nguồn, toán và thảo luận. Đề cập đến nhiều framework phổ biến (TensorFlow, Pytorch & MXNet) và được sử dụng tại 175 trường Đại học.
Stars: ✭ 402 (-15.01%)