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2019-ccf-bdci-ocr-mczj-ocr-identificationidelement

2019CCF-BDCI大赛 最佳创新探索奖获得者 基于OCR身份证要素提取赛题冠军 天晨破晓团队 赛题源码

atss

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

benchmark_results

Visual Tracking Paper List

ccpd

[ECCV 2018] CCPD: a diverse and well-annotated dataset for license plate detection and recognition

cctsdb

CSUST Chinese Traffic Sign Detection Benchmark

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

clrnet

Pytorch implementation of our paper "CLRNet: Cross Layer Refinement Network for Lane Detection" (CVPR2022 Acceptance).

cornernet-lite

cylinder3d_pc

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplearning

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

end-to-end-for-chinese-plate-recognition

基于u-net，cv2以及cnn的中文车牌定位，矫正和端到端识别软件，其中unet和cv2用于车牌定位和矫正，cnn进行车牌识别，unet和cnn都是基于tensorflow的keras实现

expression-net

Deep 3DMM facial expression parameter extraction

face-pose-net

Estimate 3D face pose (6DoF) or 11 parameters of 3x4 projection matrix by a Convolutional Neural Network

fastbook

Draft of the fastai book

faster-r-cnn-keras

:construction::construction::construction: Faster R-CNN实现安防中安全帽佩戴目标检测

fate

An Industrial Level Federated Learning Framework

fauxtograph

Tools for using a variational auto-encoder for latent image encoding and generation.

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

groupsoftmax-simpledet

GroupSoftmax cross entropy loss function for training with multiple different benchmark datasets

hah

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

insightface

Face Analysis Project on MXNet