TF-NASTF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)
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pigalleryPiGallery: AI-powered Self-hosted Secure Multi-user Image Gallery and Detailed Image analysis using Machine Learning, EXIF Parsing and Geo Tagging
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PetridishnnCode for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
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Neural Backed Decision TreesMaking decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
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Caffe ModelCaffe models (including classification, detection and segmentation) and deploy files for famouse networks
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Mobilenetv2.pytorch72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models
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RandwirennImplementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
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Pnasnet.pytorchPyTorch implementation of PNASNet-5 on ImageNet
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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.
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Hbonet[ICCV 2019] Harmonious Bottleneck on Two Orthogonal Dimensions
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AtomnasCode for ICLR 2020 paper 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'
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GhostnetCV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
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super-gradientsEasily train or fine-tune SOTA computer vision models with one open source training library
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Efficientnet PytorchA PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
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Pnasnet.tfTensorFlow implementation of PNASNet-5 on ImageNet
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EfficientnetImplementation of EfficientNet model. Keras and TensorFlow Keras.
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RandwirennPytorch Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
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Mobilenetv3.pytorch74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
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MmclassificationOpenMMLab Image Classification Toolbox and Benchmark
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Cnn ModelsImageNet pre-trained models with batch normalization for the Caffe framework
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Pretrained Models.pytorchPretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
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ImgclsmobSandbox for training deep learning networks
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ghostnet.pytorch73.6% GhostNet 1.0x pre-trained model on ImageNet
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perceptual-advexCode and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".
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rnn darts fastaiImplement Differentiable Architecture Search (DARTS) for RNN with fastai
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Tacotron2-PyTorchYet another PyTorch implementation of Tacotron 2 with reduction factor and faster training speed.
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CvTThis is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
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syne-tuneLarge scale and asynchronous Hyperparameter Optimization at your fingertip.
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CPPE-DatasetCode for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset
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simpleAICV-pytorch-ImageNet-COCO-trainingSimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.
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syntaxdotNeural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.
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nas-encodingsEncodings for neural architecture search
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EntityEntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
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WARPCode for ACL'2021 paper WARP 🌀 Word-level Adversarial ReProgramming. Outperforming `GPT-3` on SuperGLUE Few-Shot text classification. https://aclanthology.org/2021.acl-long.381/
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safety-gear-detector-pythonObserve workers as they pass in front of a camera to determine if they have adequate safety protection.
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ONNX-ImageNet-1K-Object-DetectorPython scripts for performing object detection with the 1000 labels of the ImageNet dataset in ONNX. The repository combines a class agnostic object localizer to first detect the objects in the image, and next a ResNet50 model trained on ImageNet is used to label each box.
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mindwareAn efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.
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BossNAS(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
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ObjectNetPyTorch implementation of "Pyramid Scene Parsing Network".
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pytorch2kerasPyTorch to Keras model convertor
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open clipAn open source implementation of CLIP.
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etiketaiEtiketai is an online tool designed to label images, useful for training AI models
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tf-imagenetTensorFlow ImageNet - Training and SOTA checkpoints
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BIRADS classifierHigh-resolution breast cancer screening with multi-view deep convolutional neural networks
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keras cv attention modelsKeras/Tensorflow attention models including beit,botnet,CMT,CoaT,CoAtNet,convnext,cotnet,davit,efficientdet,efficientnet,fbnet,gmlp,halonet,lcnet,levit,mlp-mixer,mobilevit,nfnets,regnet,resmlp,resnest,resnext,resnetd,swin,tinynet,uniformer,volo,wavemlp,yolor,yolox
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Attack-ImageNetNo.2 solution of Tianchi ImageNet Adversarial Attack Challenge.
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