PyTorch-LMDBScripts to work with LMDB + PyTorch for Imagenet training
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Cnn Paper2🎨 🎨 深度学习 卷积神经网络教程 :图像识别,目标检测,语义分割,实例分割,人脸识别,神经风格转换,GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/
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SAN[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images
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Classification NetsImplement popular models by different DL framework. Such as tensorflow and caffe
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Cascaded FcnSource code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"
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ModelZoo.pytorchHands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
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regnet.pytorchPyTorch-style and human-readable RegNet with a spectrum of pre-trained models
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FastmaskrcnnMask RCNN in TensorFlow
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PointnetPointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
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HRFormerThis is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".
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BCNetDeep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
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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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neuralBlackA Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework
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object-trackingMultiple Object Tracking System in Keras + (Detection Network - YOLO)
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Resnetcam KerasKeras implementation of a ResNet-CAM model
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Detectron.pytorchA pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
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SipmaskSipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
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FrancNatural language detection
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Tf Faster RcnnTensorflow Faster RCNN for Object Detection
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Basic cnns tensorflow2A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
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Densenet CaffeDenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet
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Pvt Stars: ✭ 379 (-69.87%)
GfocalGeneralized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020
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Pytorch classification利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码
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Pointclouddatasets3D point cloud datasets in HDF5 format, containing uniformly sampled 2048 points per shape.
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KittiboxA car detection model implemented in Tensorflow.
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DrboxA deep learning based algorithm to detect rotated object, for example, objects in remote sensing images
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Fpn tensorflowA Tensorflow implementation of FPN detection framework.
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TtachImage Test Time Augmentation with PyTorch!
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Jetson InferenceHello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
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FishnetImplementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018
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Cifar ZooPyTorch implementation of CNNs for CIFAR benchmark
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MedicalzoopytorchA pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
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Pytorch2kerasPyTorch to Keras model convertor
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Fashion ParsingRepository of my fashion-parsing project. This project is put on hold since I am doing another project now, but will debug if bugs are reported.
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TffrcnnFastER RCNN built on tensorflow
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Pytorchinsighta pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
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MedicaldetectiontoolkitThe Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
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Mobilenet CaffeCaffe Implementation of Google's MobileNets (v1 and v2)
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Gd UapGeneralized Data-free Universal Adversarial Perturbations
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Caffenet BenchmarkEvaluation of the CNN design choices performance on ImageNet-2012.
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Keras object detectionConvert any classification model or architecture trained in keras to an object detection model
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