eason long's repositories
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".
PTZCameraController
This is the driver code for ptz motor and camera, which uses rs485 and Pelco-D control protocol. Aiming for motor controlling.
HighSpeedObjectDetection
Using wide area object perception and tracking
Tutorial_Lie_Algebra_Lie_Group
Tutorial on SLAM representing a moving scene in Lie algebra and Lie group.
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.
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
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.
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
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
UtilsTools
The often used basic function for CNNs and other modules.
WideAreaDetection
This is the new code for detection.