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awesome-data-annotation

A list of tools for annotating data, managing annotations, etc.

caret-machine-learning

Practical examples for the R caret machine learning package

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

cvpr2020-plant-pathology

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

dds

DNN-Driven video Streaming

easymocap

Make human motion capture easier.

face-recognition-based-on-face-plusplus

use face++ "detect" and "compare" tools to realize face recognition

feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

featureselection

Feature Selection in R using glmnet-lasso, xgboost and ranger

frankmocap

A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

grad-cam.pytorch

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

icap

Image Captions Annotation Program

image_to_article

图像自动标注

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

img_caption

Image Caption workout with NIC and NBT

learnopencv

Learn OpenCV : C++ and Python Examples

lightweight-human-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

lstm-pytorch

LSTM Classification using Pytorch

minimal-hand

A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run.

mixup-cifar10

mixup: Beyond Empirical Risk Minimization

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

ml_notes

机器学习算法的公式推导以及numpy实现

multi-attention-cnn-pytorch

non-local_pytorch

Implementation of Non-local Block.

openea

A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020

openpifpaf

Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

openpose

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

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.