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advancedeast

AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.

aibus_route_plan

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

awesome-face_recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

awesome_face_antispoofing

Single Shot Face Anti-spoofing.

big-data-practice

Practice of Hadoop/Mapreduce, Spark, Spark SQL, K-means clustering, recommendation, classification and steam framework with Spark, Kafka

bus_track_analise

casia-surf-2019-codes

code for ChaLearn Face Anti-spoofing Attack Detection Challenge@CVPR2019

chinese-ocr

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

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

coalbp

Co-occurrence of Adjacent Local Binary Patterns

cvxpy

A Python-embedded modeling language for convex optimization problems.

enterprise_label_recognition

face3d

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

face_texture_detection

facefitting

Fits a 3D model to a 2D image of a face

faceid_beta

An implementation of iPhone X's FaceID using face embeddings and siamese networks on RGBD images.

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!!!

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

god-of-bigdata

大数据面试题，大数据成神之路开启...Flink/Spark/Hadoop/Hbase/Hive...

heartbeat

Desktop implementation of Remote Photoplethysmography – Measuring heart rate using facial video.

image-text-localization-recognition

A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源汇总 シーンテキストの位置認識と識別のための論文リソースの要約

local_binary_pattern

用python和c++实现了原始的LBP、圆形LBP、旋转不变的圆形LBP、等价模式的圆形LBP、旋转不变的等价模式的圆形LBP。python版本LBP用于模型训练，c++版本LBP用于模型部署。

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

minimum-area-bounding-rectangle

Find the minimum area bounding box that can be fitted to a set of points. Self-contained implementations in Python & Matlab.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。