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Transfer Learning SuiteTransfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
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DeeppicarDeep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor
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Models Comparison.pytorch Code for the paper Benchmark Analysis of Representative Deep Neural Network Architectures
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Constrained attention filter(ECCV 2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks
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Tensorflow 101TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow
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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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Retrieval 2017 CamClass-Weighted Convolutional Features for Image Retrieval (BMVC 2017)
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super-gradientsEasily train or fine-tune SOTA computer vision models with one open source training library
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PyconvPyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)
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RexnetOfficial Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models
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ImagenetPytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
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Espnetv2A light-weight, power efficient, and general purpose convolutional neural network
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Caffenet BenchmarkEvaluation of the CNN design choices performance on ImageNet-2012.
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ImagenetTensorFlow implementation of AlexNet and its training and testing on ImageNet ILSVRC 2012 dataset
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IresnetImproved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
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cozmo-tensorflow🤖 Cozmo the Robot recognizes objects with TensorFlow
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Triplet AttentionOfficial PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]
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RobustnessCorruption and Perturbation Robustness (ICLR 2019)
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Switchable NormalizationCode for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779
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Image classifierCNN image classifier implemented in Keras Notebook 🖼️.
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ArtificioDeep Learning Computer Vision Algorithms for Real-World Use
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GhostnetCV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
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Jsi GanOfficial repository of JSI-GAN (Accepted at AAAI 2020).
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Eeg classificationEEG Sleep stage classification using CNN with Keras
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DeepseqslamThe Official Deep Learning Framework for Route-based Place Recognition
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YannThis toolbox is support material for the book on CNN (http://www.convolution.network).
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Hardhat DetectorA convolutional neural network implementation of a script that detects whether an individual is wearing a hardhat or not.
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SegmentationcppA c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
Stars: ✭ 49 (-95.53%)
Picasso🎨 A CNN visualizer
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Data Science Bowl 2018End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle
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Divide And Co Training[Paper 2020] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, Wide-ResNet, ResNeXt, ResNeSt, ResNeXSt, SENet, Shake-Shake, DenseNet, PyramidNet, and EfficientNet.
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GraphroleAutomatic feature extraction and node role assignment for transfer learning on graphs (ReFeX & RolX)
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TextclassifierText classifier for Hierarchical Attention Networks for Document Classification
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Image CaptioningImage Captioning: Implementing the Neural Image Caption Generator with python
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Switchnorm segmentationSwitchable Normalization for semantic image segmentation and scene parsing.
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Keras SincnetKeras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)
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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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DeepmodelsTensorFlow Implementation of state-of-the-art models since 2012
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Convisualize nbVisualisations for Convolutional Neural Networks in Pytorch
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ImagenetTrial on kaggle imagenet object localization by yolo v3 in google cloud
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