LiZhiyuan's repositories
AiLearning
Ai - 机器学习 ML、深度学习 DL、自然语言处理 NLP
apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
bevfusion
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
cvpr2019
cvpr2019 papers
deep_learning_object_detection
A paper list of object detection using deep learning.
deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
fssd.pytorch
Pytorch re-implementation of Fssd
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
ICCV2021-Paper-Code-Interpretation
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
inplace_abn
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
mars
MARS: An Instance-aware, Modular and Realistic Simulator for Autonomous Driving
Meta-Learning-Papers
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
mmdetection
Open MMLab Detection Toolbox
moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
Models
采用MegEngine实现的各种主流深度学习模型
MVision
机器人视觉 无人驾驶 视觉SLAM ORB LSD SVO DSO 深度学习目标检测yolov3 行为检测 opencv PCL 双目视觉
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation
RFSong-7993
设计的轻量级RFB进行行人检测，AP达到0.7993，参数量仅有3.1MB，200 FPS
Self-Driving-Cars
Coursera Open Courses from University of Toronto
Stronger-One-stage-detector-with-much-Tricks
Stronger SSD & YOLO v3
syncbn-tensorflow
Synchronized Multi-GPU Batch Normalization
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
tensorflow-on-arm
TensorFlow for Arm
torch2trt
An easy to use PyTorch to TensorRT converter