ModelZoo.pytorchHands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
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MobilenetA Clearer and Simpler MobileNet Implementation in TensorFlow
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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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Voice-MLMobileNet trained with VoxCeleb dataset and used for voice verification
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Octconv.pytorchPyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
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RfbnetReceptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018
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Mobilenet V2 Repository for "Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation".
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Posenet CoremlI checked the performance by running PoseNet on CoreML
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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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efficientnet-jaxEfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax
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SightseqComputer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
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mobilenextnon-official PyTorch implementation of MobileNeXt from paper [Rethinking Bottleneck Structure for Efficient Mobile Network Design]
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Libgdl一个移动端跨平台的gpu+cpu并行计算的cnn框架(A mobile-side cross-platform gpu+cpu parallel computing CNN framework)
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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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BsconvReference implementation for Blueprint Separable Convolutions (CVPR 2020)
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sparsezooNeural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
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Ssds pytorchMultiple basenet MobileNet v1,v2, ResNet combined with SSD detection method and it's variants such as RFB, FSSD etc.
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Mobilenetv3 TensorflowUnofficial implementation of MobileNetV3 architecture described in paper Searching for MobileNetV3.
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Jacinto Ai DevkitTraining & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
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TensornetsHigh level network definitions with pre-trained weights in TensorFlow
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EfficientnetImplementation of EfficientNet model. Keras and TensorFlow Keras.
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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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glDelegateBenchmarkquick and dirty benchmark for TFLite gles delegate on iOS
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Mk TfjsPlay MK.js with TensorFlow.js
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RFBNetReceptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018
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Object LocalizationObject localization in images using simple CNNs and Keras
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Proctoring AiCreating a software for automatic monitoring in online proctoring
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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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quarkdetQuarkDet lightweight object detection in PyTorch .Real-Time Object Detection on Mobile Devices.
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Image Quality AssessmentConvolutional Neural Networks to predict the aesthetic and technical quality of images.
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Tf Mobilenet V2Mobilenet V2(Inverted Residual) Implementation & Trained Weights Using Tensorflow
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Mobilenet CaffeCaffe Implementation of Google's MobileNets (v1 and v2)
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ghostnet.pytorch73.6% GhostNet 1.0x pre-trained model on ImageNet
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ChannelnetsTensorflow Implementation of ChannelNets (NeurIPS 18)
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Mobilenetv3 SsdMobileNetV3-SSD for object detection and implementation in PyTorch
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Seg MentorTFslim based semantic segmentation models, modular&extensible boutique design
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HyperposeHyperPose: A Collection of Real-time Human Pose Estimation
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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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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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AutoLabelImgA self automatically labeling tool
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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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