longxianlei Goto Github PK

acnet

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

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.

cnnspeedtest

Estimate the processing speed of several CNN object detection model.

daily-reading

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

darknet

Convolutional Neural Networks

data-structures-and-algorithms

dgconv.pytorch

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

face-detection

Face detection implementation with different methods and applications

fbnet

reproduction of the article

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.

head-pose-estimation

Real-time head pose estimation built with OpenCV and dlib

hello-world

Just for test. It's no use.

highspeedobjectdetection

Using wide area object perception and tracking

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

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.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mnasnet-pytorch

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

mobile-vision

Mobile vision models and code

mobilenetv3

mobilenetv3 with pytorch，provide pre-train model

mobilenetv3-pytorch

Implementing Searching for MobileNetV3 paper using Pytorch

nncf

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

opencv

Open Source Computer Vision Library

particlefilter

Simple Particle filter implementation in Python

ptzcameracontroller

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

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

pytorch-retinanet

RetinaNet in PyTorch

score-zeroshot

Semantically consistent regularizer for zero-shot learning

shufflenet-series

tutorial_lie_algebra_lie_group

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