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2021_algorithm_intern_information

2021年的算法实习岗位/校招公司信息表，和常见深度学习基础、计算机视觉知识笔记、算法岗面试题答案，及暑期计算机视觉实习面经和总结。

awesome-deeplearning-tutorials

Links to useful online tutorials etc. about deep learning

awesome-python-cn

Python资源大全中文版，内容包括：Web框架、网络爬虫、网络内容提取、模板引擎、数据库、数据可视化、图片处理、文本处理、自然语言处理、机器学习、日志、代码分析等

camodocal

CamOdoCal: Automatic Intrinsic and Extrinsic Calibration of a Rig with Multiple Generic Cameras and Odometry

centerface

computer-vision-in-action

《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（更新中，可以先 star）

cv_interview

I hope this repo can help you a lot!

cv_notes

「3D视觉(三维重建、SLAM、AR/VR) + 传统图像处理 + 计算机视觉(偏AI) 」重要知识点和面试问题。

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

efficientvit

EfficientViT is a new family of vision models for efficient high-resolution vision.

face-detector-1mb-with-landmark

1M人脸检测模型(含关键点)

facerecognizer

人脸识别应用

handeye_calib_camodocal

Easy to use and accurate hand eye calibration which has been working reliably for years (2016-present) with kinect, kinectv2, rgbd cameras, optical trackers, and several robots including the ur5 and kuka iiwa.

iai

保姆级深度学习从入门到放弃，٩◔̯◔۶

imgclsmob

Sandbox for training deep learning networks

learnviorb

lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, YOLOv6, YOLOR, MODNet, YOLOX, YOLOv7, YOLOv5. MNN, NCNN, TNN, ONNXRuntime.

micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

mobilesam

This is the offiicial code for Faster Segment Anything (MobileSAM) project that makes SAM lightweight

morethantechnical

Automatically exported from code.google.com/p/morethantechnical

multicol-slam

This repository contains a multi-fisheye camera SLAM. The underlying SLAM system is based on ORB-SLAM.

multitarget-tracker

Hungarian algorithm + Kalman filter multitarget tracker implementation.

ngp_pl

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

notes

这个仓库记录自己学习的知识笔记，看过的论文的笔记以及一些其他的知识记录

opencv

Open Source Computer Vision Library

opengv

OpenGV is a collection of computer vision methods for solving geometric vision problems.

paper-reading

深度学习经典、新论文逐段精读

ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorchtocaffe

Pytorch model to caffe model, supported pytorch 0.3, 0.3.1, 0.4, 0.4.1 ,1.0 , 1.0.1 , 1.2 ,1.3 .notice that only pytorch 1.1 have some bugs