longxianlei

G-ResNeXt_GroupNet

re-implement of Group ConvNet, also be called as G-ResNext. It's from the paper, reproduction of the paper "Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks".

galvanometer_scanning

All plot function to plot the scan route of samples.

HighSpeedObjectDetection

Using wide area object perception and tracking

PTZCameraController

This is the driver code for ptz motor and camera, which uses rs485 and Pelco-D control protocol. Aiming for motor controlling.

Tutorial_Lie_Algebra_Lie_Group

Tutorial on SLAM representing a moving scene in Lie algebra and Lie group.

longxianlei/G-ResNeXt_GroupNet

re-implement of Group ConvNet, also be called as G-ResNext. It's from the paper, reproduction of the paper "Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks".

longxianlei/PTZCameraController

This is the driver code for ptz motor and camera, which uses rs485 and Pelco-D control protocol. Aiming for motor controlling.

longxianlei/galvanometer_scanning

All plot function to plot the scan route of samples.

longxianlei/HighSpeedObjectDetection

Using wide area object perception and tracking

longxianlei/Tutorial_Lie_Algebra_Lie_Group

Tutorial on SLAM representing a moving scene in Lie algebra and Lie group.

longxianlei/ACNet

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

longxianlei/awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

longxianlei/CNNSpeedTest

Estimate the processing speed of several CNN object detection model.

longxianlei/Daily-Reading

This is my daily record of reading articles/news from the Batch, one weekly subscription presented by Andrew Ng.

longxianlei/darknet

Convolutional Neural Networks

longxianlei/Data-Structures-and-Algorithms

longxianlei/dgconv.pytorch

[ICCV 2019] PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models

longxianlei/face-detection

Face detection implementation with different methods and applications

longxianlei/FBNet

reproduction of the article

longxianlei/head-pose-estimation

Real-time head pose estimation built with OpenCV and dlib

longxianlei/hello-world

Just for test. It's no use.

longxianlei/Hybrid-Wide-Area-Human-Action-Analysis-System

This is the source code for reviewed TIM paper, Efficient Uncertainty Estimation for Hybrid Wide-Area Human Action Analysis System

longxianlei/Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

longxianlei/mmdetection

OpenMMLab Detection Toolbox and Benchmark

longxianlei/MnasNet-PyTorch

A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

longxianlei/mobile-vision

Mobile vision models and code

longxianlei/mobilenetv3

mobilenetv3 with pytorch，provide pre-train model

longxianlei/MobileNetV3-Pytorch

Implementing Searching for MobileNetV3 paper using Pytorch

longxianlei/nncf

PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference

longxianlei/pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

longxianlei/pytorch-retinanet

RetinaNet in PyTorch

longxianlei/score-zeroshot

Semantically consistent regularizer for zero-shot learning

longxianlei/ShuffleNet-Series

longxianlei/UtilsTools

The often used basic function for CNNs and other modules.

longxianlei/WideAreaDetection

This is the new code for detection.