Lizhanbin's repositories
Top-Deep-Learning
Top 200 deep learning Github repositories sorted by the number of stars.
vision4med
notes of seminal papers on segmentation and detection using deep learning, i.e. CNN, GANs, to process 3D and 4D medical images and improve the workflow of radiologists, radiation oncologists and surgeons.
BiSeNet-Keras-Cityscapes
This repo is an implementation of BiSeNet. But it still has some differences compared with the author's.
ESNet
ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation
ObjectDetection
Object detection using semantic segmentation
Autonomous-Car-Camera-Segmentation
A UNet model to perform semantic segmentation on images with a novel loss function
Partial-Order-Pruning-Demo
This is a demo of deploying PL1A model found by Partial Order Pruning on MI8 cellphone.
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.
awesome-semantic-segmentation-pytorch
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
Lightweight-Segmentation
Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).
ESPNetv2
A light-weight, power efficient, and general purpose convolutional neural network
Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
lane_lines-1
EEC193 Senior Design
lane_lines
EEC193 Senior Design
OCHumanApi
API for the dataset proposed in "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.
cvpr_with_code
Rank the papers accepted to CVPR 2019 by the number of stars in their github repository
lanenet-lane-detection
Implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/
Weed-Mapping
Weed Mapping in Aerial Images through Identification and Segmentation of Crop Rows and Weeds using Convolutional Neural Networks
fast_scnn
Real-time semantic segmentation model on high resolution image data
LaneSegmentationNetwork
The deep semantic segmentation network for lane segmentation.
Semantic_Segmentation_Review
A Review on Deep Learning Techniques Applied to Semantic Segmentation 研究
Real-Time-Semantic-Segmentation
lightweight and efficient cnn for semantic segmentation
DISE-Domain-Invariant-Structure-Extraction
Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019
Fast-SCNN
Unofficial implementation of Fast-SCNN: Fast Semantic Segmentation Network
Pose2Seg
Code for the paper "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.
bisenet-tensorflow
A re-implement of bisenet by tensorflow
mobile-deeplab-v3-plus
Deeplab-V3+ model with MobilenetV2/MobilenetV3 on TensorFlow for mobile deployment.
awesome-computer-vision-models
It's the list with popular deep learning models related to classification and segmentation task