There are 6 repositories under mobilenet topic.
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
PaddlePaddle End-to-End Development Toolkit(『飞桨』深度学习全流程开发工具)
Tensorflow Faster RCNN for Object Detection
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)
Implementation of EfficientNet model. Keras and TensorFlow Keras.
Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018
OpenMMLab Image Classification Toolbox and Benchmark
Caffe Implementation of Google's MobileNets (v1 and v2)
Library for Fast and Flexible Human Pose Estimation
Classification models trained on ImageNet. Keras.
🍅🍅🍅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~
High level network definitions with pre-trained weights in TensorFlow
🍅 Deploy ncnn on mobile phones. Support Android and iOS. 移动端ncnn部署,支持Android与iOS。
A caffe implementation of MobileNet-YOLO detection network
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
A face recognition solution on mobile device.
The MobileNet neural network using Apple's new CoreML framework
MobileNetV3 in pytorch and ImageNet pretrained models
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)
Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.
I transfer the backend of yolov3 into Mobilenetv1,VGG16,ResNet101 and ResNeXt101
Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version
A personal depthwise convolution layer implementation on caffe by liuhao.(only GPU)
Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.
The implementation of various lightweight networks by using PyTorch. such as:MobileNetV2,MobileNeXt,GhostNet,ParNet,MobileViT、AdderNet,ShuffleNetV1-V2,LCNet,ConvNeXt,etc. ⭐⭐⭐⭐⭐
Tutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)
PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, PRNet, RESA, LSTR, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help
🔥improve the accuracy of mobilefacenet(insight face) reached 99.733 in the cfp-ff、 the 99.68+ in lfw,96.71+ in agedb30.🔥
WeChat: NeuralTalk,Weekly report and awesome list of embedded-ai.
Creating a software for automatic monitoring in online proctoring
Mobile AI Compute Engine Model Zoo