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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-deep-learning-papers

The most cited deep learning papers

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

bacnn

bevfusion

BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

cnn-mnist

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.

eigenface

fssd.pytorch

Pytorch re-implementation of Fssd

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

hccr-cascadedmodels

how-to-optimize-gemm

iccv2021-paper-code-interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

image-denoising-state-of-the-art

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

practical-programming-books

这里收录比较实用的计算机相关技术书籍，可以在短期之内入门的简单实用教程、一些技术网站以及一些写的比较好的博文，欢迎Fork，你也可以通过Pull Request参与编辑。

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