Paul's repositories
a_journey_into_math_of_ml
汉语自然语言处理视频教程-开源学习资料
captcha_platform
[验证码识别-部署] This project is based on CNN+BLSTM+CTC to realize verificationtion. This projeccode identificat is only for deployment models.
centerface
face detection
CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
ChineseAddress_OCR
Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。
chineseocr
yolo3+ocr
chineseocr_lite
超轻量级中文ocr，支持竖排文字识别, 支持ncnn推理 , psenet(8.5M) + crnn(6.3M) + anglenet(1.5M) 总模型仅17M
DCL
Destruction and Construction Learning for Fine-grained Image Recognition
DeepFashion2
DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf
deeplearningbook-chinese
Deep Learning Book Chinese Translation
Fast_Sentence_Embeddings
Compute Sentence Embeddings Fast!
FeatherNets_Face-Anti-spoofing-Attack-Detection-Challenge-CVPR2019
Code for 3rd Place Solution in Face Anti-spoofing Attack Detection Challenge @ CVPR2019,model only 0.35M!!! 1.88ms(CPU)
FreeAnchor
FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)
insightface
Face Analysis Project on MXNet
KGCN
A tensorflow implementation of Knowledge Graph Convolutional Networks
KGNN-LS
A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization
LFFD-OpenVINO
Intel OpenVINO Implementation of the paper of LFFD: A Light and Fast Face Detector for Edge Devices
MHN
ICCV2019
MKR
A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
ML_GCN
PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.
multi-label_classification
transform multi-label classification as sentence pair task, with more training data and information
Personal-Recommendation-Action-
一些经典的个性化推荐算法的实现，从理论推导到实战
PRML
PRML algorithms implemented in Python
pycaret
An open source, low-code machine learning library in Python
syntext
synthesize the OCR training data
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
Ultra-Light-Fast-Generic-Face-Detector-1MB
💎 1MB轻量级人脸检测模型 (1MB lightweight face detection model)
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS