134 Open Source Mobilenet Software Projects
Free and open source mobilenet code projects including engines, APIs, generators, and tools.
Tf Pose Estimation 3606 ⭐
Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
Segmentation_models 3653 ⭐
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Chuanqi305 Mobilenet Ssd 1819 ⭐
Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.
Pytorch Cifar100 2480 ⭐
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)
Image Quality Assessment 1502 ⭐
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
Ghostnet 1823 ⭐
CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
Ansleliu Lightnet 704 ⭐
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
Tensorflow Face Detection 732 ⭐
A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.
Keras Idiomatic Programmer 764 ⭐
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Ssds.pytorch 572 ⭐
Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.
Keras Yolov3 Mobilenet 568 ⭐
I transfer the backend of yolov3 into Mobilenetv1，VGG16，ResNet101 and ResNeXt101
Depthwiseconvolution 516 ⭐
A personal depthwise convolution layer implementation on caffe by liuhao.(only GPU)
Keras Openface 549 ⭐
Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version
Mobilenetv2 Ssdlite 437 ⭐
Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.
Segmentron 593 ⭐
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)
Mobilefacenet V2 353 ⭐
🔥improve the accuracy of mobilefacenet(insight face) reached 99.733 in the cfp-ff、 the 99.68+ in lfw,96.71+ in agedb30.🔥
Php Opencv Examples 377 ⭐
Tutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)
Octconv.pytorch 255 ⭐
PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
Mobilenetv3 Tensorflow 205 ⭐
Unofficial implementation of MobileNetV3 architecture described in paper Searching for MobileNetV3.
Sightseq 119 ⭐
Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
Crnn Ocr Lite 125 ⭐
Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]
Tf Mobilenet V2 85 ⭐
Mobilenet V2(Inverted Residual) Implementation & Trained Weights Using Tensorflow
Libgdl 92 ⭐
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)
Tensorflow_realtime_multi Person_pose_estimation 173 ⭐
Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3
Shuangxieirene Mobilenet V2 75 ⭐
Repository for "Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation".
Ssds_pytorch 74 ⭐
Multiple basenet MobileNet v1,v2, ResNet combined with SSD detection method and it's variants such as RFB, FSSD etc.
Fast_stacked_hourglass_network_openvino 51 ⭐
A fast stacked hourglass network for human pose estimation on OpenVino
Mobilenet_v1_stm32_cmsis_nn 59 ⭐
Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
Automatic_tagging_of_clothing_in_e Commerce 45 ⭐
Automatic tagging of clothing in E-Commerce, Using Tensorflow and GCP. Classify the clothing products into various categories using Machine Learning.
Jacinto Ai Devkit 79 ⭐
Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
Pose Estimation Detection 45 ⭐
Implementation of openpose with tensorflow & openCV for estimation of human poses & classification.
Convnets Tensorflow2 74 ⭐
⛵️ Implementation a variety of popular Image Classification Models using TensorFlow2. [ResNet, GoogLeNet, VGG, Inception-v3, Inception-v4, MobileNet, MobileNet-v2, ShuffleNet, ShuffleNet-v2, etc...]
Pedestrian_recognition 29 ⭐
A simple human recognition api for re-ID usage, power by paper https://arxiv.org/abs/1703.07737
Keras Mobile Colorizer 26 ⭐
U-Net Model conditioned with MobileNet features for Grayscale -> Color mapping
Mobilenext 39 ⭐
non-official PyTorch implementation of MobileNeXt from paper [Rethinking Bottleneck Structure for Efficient Mobile Network Design]
Maix Logoclassifier 23 ⭐
A simple logo classifier developed using Maixduino framework and PlatfomIO, to run on K210 MCU on Sipeed's Maix dev board.
Simplified_mobilenet 17 ⭐
A simplify version of mobilenet, with less group and feature maps, trained on Imagenet.
Querychain 15 ⭐
An image query dictionary app used for identifying environmental and social certificates. This app is intended to be modular using Tensorflow (TFL/Mobilenet_v1_1.0_224 model) with a SQLite database for storing information on each retrained Tensorflow class. (简体字.MD, 繁體字.MD)
Modelzoo.pytorch 40 ⭐
Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
Imvisible 27 ⭐
ImVisible: Pedestrian Traffic Light Dataset, Neural Network, and Mobile Application for the Visually Impaired (CAIP '19, ACVR'19)
Dog Or Cat Tensorflowsharp Example 15 ⭐
An example for TensorflowSharp - classify an image as a dog or cat.
Node Image Classification 35 ⭐
A simple example on Image Classification in Node.js with TensorFlow.js
Maixpy Trashclassifier 15 ⭐
A simple trash/waste classifier developed using MaixPy (a MicroPython framework) to run on K210 MCU on Sipeed's Maix dev board