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mobilenextnon-official PyTorch implementation of MobileNeXt from paper [Rethinking Bottleneck Structure for Efficient Mobile Network Design]
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Pytorch Cifar100Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
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Keras MobilenetGoogle MobileNet implementation with Keras
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CRNN-OCR-liteLightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]
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Mobilenetv3 SsdMobileNetV3-SSD for object detection and implementation in PyTorch
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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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YOLOv5-Lite🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~
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Mobilenet SsdCaffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.
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Mace ModelsMobile AI Compute Engine Model Zoo
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awesome lightweight networksThe implementation of various lightweight networks by using PyTorch. such as:MobileNetV2,MobileNeXt,GhostNet,ParNet,MobileViT、AdderNet,ShuffleNetV1-V2,LCNet,ConvNeXt,etc. ⭐⭐⭐⭐⭐
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SegmentronSupport PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
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Voice-MLMobileNet trained with VoxCeleb dataset and used for voice verification
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Keras OpenfaceKeras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version
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LightNetLightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
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Tf Faster RcnnTensorflow Faster RCNN for Object Detection
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EfficientnetImplementation of EfficientNet model. Keras and TensorFlow Keras.
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AutoLabelImgA self automatically labeling tool
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PaddlexPaddlePaddle End-to-End Development Toolkit(『飞桨』深度学习全流程开发工具)
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Embedded Ai.bi Weekly嵌入式AI公众号: NeuralTalk,Weekly report and awesome list of embedded-ai.
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DepthwiseconvolutionA personal depthwise convolution layer implementation on caffe by liuhao.(only GPU)
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glDelegateBenchmarkquick and dirty benchmark for TFLite gles delegate on iOS
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Segmentation modelsSegmentation models with pretrained backbones. Keras and TensorFlow Keras.
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Keras Yolov3 MobilenetI transfer the backend of yolov3 into Mobilenetv1,VGG16,ResNet101 and ResNeXt101
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Maix-LogoClassifierA simple logo classifier developed using Maixduino framework and PlatfomIO, to run on K210 MCU on Sipeed's Maix dev board.
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keras-mobile-colorizerU-Net Model conditioned with MobileNet features for Grayscale -> Color mapping
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Pytorch MobilenetPyTorch MobileNet Implementation of "MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications"
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RFBNetReceptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018
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yolo3 tensorflowyolo3 implement by tensorflow, including mobilenet_v1, mobilenet_v2
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Octconv.pytorchPyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
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hand detectionA Light CNN based Method for Hand Detection and Orientation Estimation
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Swiftopenposetf-openpose Based iOS Project
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Tf Pose EstimationDeep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
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Proctoring AiCreating a software for automatic monitoring in online proctoring
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Yolov5 ncnn🍅 Deploy NCNN on mobile phones. Support Android and iOS. 移动端NCNN部署,支持Android与iOS。
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Caffe MobilenetA caffe implementation of mobilenet's depthwise convolution layer.
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MobileNetV3-TFTensorflow implementation for two new MobileNetV3 models!
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Posenet CoremlI checked the performance by running PoseNet on CoreML
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Mobilefacenet V2🔥improve the accuracy of mobilefacenet(insight face) reached 99.733 in the cfp-ff、 the 99.68+ in lfw,96.71+ in agedb30.🔥
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MobilefaceA face recognition solution on mobile device.
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Ssds.pytorchRepository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.
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MmclassificationOpenMMLab Image Classification Toolbox and Benchmark
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Php Opencv ExamplesTutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)
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pedestrian recognitionA simple human recognition api for re-ID usage, power by paper https://arxiv.org/abs/1703.07737
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