There are 7 repositories under mobilenet topic.
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
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)
Tensorflow Faster RCNN for Object Detection
OpenMMLab Pre-training Toolbox and Benchmark
🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
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.
🍅 Deploy ncnn on mobile phones. Support Android and iOS. 移动端ncnn部署,支持Android与iOS。
Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018
Caffe Implementation of Google's MobileNets (v1 and v2)
Library for Fast and Flexible Human Pose Estimation
Classification models trained on ImageNet. Keras.
High level network definitions with pre-trained weights in TensorFlow
A caffe implementation of MobileNet-YOLO detection network
PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help
The implementation of various lightweight networks by using PyTorch. such as:MobileNetV2,MobileNeXt,GhostNet,ParNet,MobileViT、AdderNet,ShuffleNetV1-V2,LCNet,ConvNeXt,etc. ⭐⭐⭐⭐⭐
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
MobileNetV3 in pytorch and ImageNet pretrained models
A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.
A face recognition solution on mobile device.
The MobileNet neural network using Apple's new CoreML framework
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)
Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version
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
Creating a software for automatic monitoring in online proctoring
A personal depthwise convolution layer implementation on caffe by liuhao.(only GPU)
Tutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)
Caffe implementation of SSD and SSDLite detection on MobileNetv2, converted from tensorflow.
AIAssistC是一个AI游戏助手,使用OpenCv、DNN、ssd_mobilenet/efficientdet、MFC等技术,截取游戏屏幕进行对象识别,使用虚拟鼠标键盘hook实现自动瞄准/自动开枪等功能,提升玩家的游戏体验。
🔥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.
Mobile AI Compute Engine Model Zoo
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes