ZzhAlan's starred repositories
PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
awesome-nas-papers
Awesome Neural Architecture Search Papers
Chinese-Landscape-Painting-Dataset
Dataset used for WACV 2021 paper: "End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks"
Legal-Text-Analytics
A list of selected resources, methods, and tools dedicated to Legal Text Analytics.
bio_embeddings
Get protein embeddings from protein sequences
data_mining_models
Basic data mining model, including feature importance display
PathPlanning
Common used path planning algorithms with animations.
awesome-image-registration
image registration related books, papers, videos, and toolboxes
sidechainnet
An all-atom protein structure dataset for machine learning.
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
semantic-segmentation-tutorial-pytorch
A simple PyTorch codebase for semantic segmentation using Cityscapes.
nlp_paper_study
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
text-classification-surveys
文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。
covid-19-open-data
Datasets of daily time-series data related to COVID-19 for over 20,000 distinct locations around the world.
SentimentAnalysis
Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.
Bringing-Old-Photos-Back-to-Life
Bringing Old Photo Back to Life (CVPR 2020 oral)
YOLOv4-pytorch
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO