Practice 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)

✭ 2,423

python deep-learning pytorch image-classification resnet mobilenet densenet resnext squeezenet inceptionv3 googlenet wideresnet cifar100 inceptionv4 shufflenet xception nasnet inception-resnet-v2

Caffe Mobilenet

A caffe implementation of mobilenet's depthwise convolution layer.

✭ 146

caffe mobilenet

Efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

✭ 1,920

python shell Dockerfile deep-learning classification image-classification imagenet pretrained-models mobilenet efficient nasnetmobile efficientnet

Posenet Coreml

I checked the performance by running PoseNet on CoreML

✭ 143

swift swift4 ios pose-estimation coreml mobilenet

Mobilenet Ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

✭ 1,805

python shell detection caffe mobilenet ssd mobilenet-ssd

Paddlex

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

✭ 3,399

python C++HTML CMake C#java deep-neural-networks neural-networks deeplearning classification segmentation detection deployment resnet yolov3 mobilenet unet industry jetson

Mk Tfjs

Play MK.js with TensorFlow.js

✭ 133

javascript cnn ml transfer-learning mobilenet

Tensorflow realtime multi Person pose estimation

Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

✭ 129

android jupyter-notebook deep-learning tensorflow computer-vision mobile convolutional-neural-networks pose-estimation human-pose-estimation mobilenet

Object Localization

Object localization in images using simple CNNs and Keras

✭ 130

python keras object-detection cnn mobilenet mobilenetv2 cnn-keras

Mobilenet

A Clearer and Simpler MobileNet Implementation in TensorFlow

✭ 119

python deep-learning tensorflow computer-vision classification realtime mobilenet

Faster Mobile Retinaface

[CVPR 2020] Reimplementation of RetinaFace, faster and stronger.

✭ 117

python face-detection mobilenet gstreamer

Sightseq

Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection

✭ 116

python pytorch object-detection ocr transformer attention mobilenet faster-rcnn densenet text-recognition image-captioning crnn ctc

Mobilefacenet

✭ 114

shell caffe mobilenet

Face landmark dnn

Face Landmark Detector based on Mobilenet V1

✭ 92

python keras cnn dataset coreml mobilenet augmentation

Tf Object Detection

Simpler app for tensorflow object detection API

✭ 91

python tensorflow object-detection mobilenet ssd faster-rcnn tensorflow-models tensorflow-examples

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)

✭ 91

deep-learning cnn mobilenet edge-computing

Image Quality Assessment

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

✭ 1,300

python deep-learning machine-learning tensorflow computer-vision aws keras neural-network convolutional-neural-networks e-commerce mobilenet

Rfbnet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

✭ 1,272

python pytorch detection mobilenet

Tf Mobilenet V2

Mobilenet V2(Inverted Residual) Implementation & Trained Weights Using Tensorflow

✭ 85

python tensorflow convolutional-neural-networks google cnn deeplearning image-classification imagenet mobilenet

Bsconv

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

✭ 84

python deep-learning pytorch image-classification resnet mobilenet cifar10

Mobilenet Caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

✭ 1,217

python caffe imagenet mobilenet mobilenetv2

Mobilenet V2

Repository for "Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation".

✭ 73

python tensorflow mobilenet mobilenetv2 slim

Channelnets

Tensorflow Implementation of ChannelNets (NeurIPS 18)

✭ 73

python deep-learning deep-neural-networks lightweight mobilenet

Ssds pytorch

Multiple basenet MobileNet v1,v2, ResNet combined with SSD detection method and it's variants such as RFB, FSSD etc.

✭ 71

python pytorch mobilenet ssd mobilenetv2

Rpizero smart camera3

Smart security camera with Raspberry Pi Zero and OpenFaaS

✭ 58

python docker tensorflow raspberry-pi aws-s3 mobilenet video-streaming serverless-functions

Jacinto Ai Devkit

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

✭ 49

deep-learning pytorch tensorflow object-detection cnn deeplearning segmentation detection semantic-segmentation caffe resnet mobilenet quantization

Seg Mentor

TFslim based semantic segmentation models, modular&extensible boutique design

✭ 43

python tensorflow computer-vision segmentation semantic-segmentation decoder mobilenet feature-extraction slim fcn

Tensornets

High level network definitions with pre-trained weights in TensorFlow

✭ 982

python deep-learning tensorflow object-detection yolo model resnet yolov3 mobilenet faster-rcnn densenet mobilenetv2 inception vgg

Hyperpose

HyperPose: A Collection of Real-time Human Pose Estimation

✭ 961

python tensorflow computer-vision neural-networks pose-estimation mobilenet tensorlayer

Classification models

Classification models trained on ImageNet. Keras.

✭ 938

python keras resnet imagenet pretrained-models mobilenet densenet vgg resnext

Node Image Classification

A simple example on Image Classification in Node.js with TensorFlow.js

✭ 23

javascript nodejs machine-learning tensorflow image-classification mobilenet

Mobilenet Yolo

A caffe implementation of MobileNet-YOLO detection network

✭ 825

caffe yolo yolov3 darknet mobilenet

Keras Idiomatic Programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

✭ 720

jupyter-notebook deep-learning machine-learning keras resnet automl autoencoder mobilenet densenet dcgan inception vgg keras-tutorials resnext

Tensorflow Face Detection

A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.

✭ 711

python tensorflow object-detection detection face mobilenet ssd

Lightnet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

✭ 698

python pytorch segmentation semantic-segmentation mobilenet mobilenetv2 cityscapes

Mobilenet Coreml

The MobileNet neural network using Apple's new CoreML framework

✭ 678

swift ios machine-learning mobilenet

Mobileface

A face recognition solution on mobile device.

✭ 669

python deep-learning machine-learning artificial-intelligence face-detection face-recognition face mobilenet

Pytorch Mobilenet V3

MobileNetV3 in pytorch and ImageNet pretrained models

✭ 616

python pytorch classification imagenet mobilenet mobilenetv2

Ssds.pytorch

Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.

✭ 570

python pytorch yolo darknet mobilenet ssd vgg

Keras Yolov3 Mobilenet

I transfer the backend of yolov3 into Mobilenetv1，VGG16，ResNet101 and ResNeXt101

✭ 552

python tensorflow keras object-detection yolo yolov3 mobilenet vgg16

Keras Openface

Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version

✭ 538

jupyter-notebook keras torch coreml mobilenet

Yolov5 ncnn

🍅 Deploy NCNN on mobile phones. Support Android and iOS. 移动端NCNN部署，支持Android与iOS。

✭ 535

android ios object-detection detection yolo yolov3 mobilenet

Mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

✭ 532

python pytorch image-classification resnet imagenet mobilenet resnext

Depthwiseconvolution

A personal depthwise convolution layer implementation on caffe by liuhao.(only GPU)

✭ 512

cuda mobilenet

Segmentron

Support 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)

✭ 490

python pytorch mobilenet coco cityscapes eval

Pytorch Mobilenet

PyTorch MobileNet Implementation of "MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications"

✭ 443

python pytorch mobilenet

Mobilenetv2 Ssdlite

Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.

✭ 435

python caffe mobilenet ssd mobilenetv2

Tf Pose Estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.