91 Open source projects that are alternatives of or similar to awesome_lightweight_networks

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

High level network definitions with pre-trained weights in TensorFlow

I checked the performance by running PoseNet on CoreML

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)

The MobileNet neural network using Apple's new CoreML framework

Creating a software for automatic monitoring in online proctoring

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

non-official PyTorch implementation of MobileNeXt from paper [Rethinking Bottleneck Structure for Efficient Mobile Network Design]

A caffe implementation of MobileNet-YOLO detection network

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

Face Landmark Detector based on Mobilenet V1

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

Unofficial implementation of MobileNetV3 architecture described in paper Searching for MobileNetV3.

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

MobileNet trained with VoxCeleb dataset and used for voice verification

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

A caffe implementation of mobilenet's depthwise convolution layer.

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

No description or website provided.

Classification models trained on ImageNet. Keras.

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

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

PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models

MobileNetV3 in pytorch and ImageNet pretrained models

A Clearer and Simpler MobileNet Implementation in TensorFlow

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

MobileNetV3-SSD for object detection and implementation in PyTorch

Simpler app for tensorflow object detection API

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

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

Accelerate mobileNet-ssd with tensorRT

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

A simple logo classifier developed using Maixduino framework and PlatfomIO, to run on K210 MCU on Sipeed's Maix dev board.

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

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 Implementation of ChannelNets (NeurIPS 18)

MobileNetV3 SSD的简洁版本

Smart security camera with Raspberry Pi Zero and OpenFaaS

Implementation of EfficientNet model. Keras and TensorFlow Keras.

TFslim based semantic segmentation models, modular&extensible boutique design

The Wandering Dreamer: An Synthetic Feedback Loop

HyperPose: A Collection of Real-time Human Pose Estimation

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

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

AdvantEDGE, Mobile Edge Emulation Platform

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

Play MK.js with TensorFlow.js

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

A Gluon implement of MobileNetV3

A face recognition solution on mobile device.

Object localization in images using simple CNNs and Keras

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

Keras-Semantic-Segmentation

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

[CVPR 2021] CondenseNet V2: Sparse Feature Reactivation for Deep Networks

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]

tf-openpose Based iOS Project

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