Emmawxh

Emmawxh

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TakeHomeDataChallenges

My solution to the book <A collection of Data Science Take-home Challenges>

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machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

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DS-Take-Home

My solution to the book A Collection of Data Science Take-Home Challenges

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Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

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cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

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Grokking-System-Design

Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.

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machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

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data-science-interviews

Data science interview questions and answers

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120-Data-Science-Interview-Questions

Answers to 120 commonly asked data science interview questions.

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leetcode-master

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

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yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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FCN-pytorch

🚘 Easiest Fully Convolutional Networks

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pytorch-deeplab-resnet

DeepLab resnet v2 model in pytorch

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pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

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color_cloth

color_cloth gets the main colors and its proportions from a cloth image ignoring the background, it uses the EM algorithm from OpenCV library, the algorithm needs an image with an item in the center of the picture.

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cv-tricks.com

Repository for all the tutorials and codes shared at cv-tricks.com

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caffe2-pose-estimation

Caffe2 implementation of Realtime Multi-Person Pose Estimation

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Realtime_Multi-Person_Pose_Estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

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human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

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keras_Realtime_Multi-Person_Pose_Estimation

Keras version of Realtime Multi-Person Pose Estimation project

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deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

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pose-tensorflow

Human Pose estimation with TensorFlow framework

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openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

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PixelDTGAN

A torch implementation of "Pixel-Level Domain Transfer"

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Optimized-RGB-To-ColorName

This API gives closest approximation of an RGB value to a set of color names. It is highly optimized for performance and scalability.

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modanet-eval

Initial data evaluation of ModaNet by eBay.

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fastai

The fastai deep learning library

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annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

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TuckER

TuckER: Tensor Factorization for Knowledge Graph Completion

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