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v5peng's Projects

balancedgroupsoftmax icon balancedgroupsoftmax

CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.

crnn_word_captcha icon crnn_word_captcha

验证码之旋转印刷文字识别实战 项目完全试用Geetest的文字点选项目

ctpn icon ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)

g7_capchta_cnn icon g7_capchta_cnn

利用卷积神经网络(CNN)解决图片验证码登录问题。从验证码下载、标注、图片简单处理、神经网络构建到自动化批量标注、人工校验、模型迭代,准确率96%。最后模型应用于自动登录网站爬取数据

mobilenet-ssd icon mobilenet-ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

paddledetection icon paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

paddlex icon paddlex

PaddlePaddle End-to-End Development Toolkit(『飞桨』深度学习全流程开发工具)

rknn_tutorial icon rknn_tutorial

Tutorial includes rknn-envirment building, updating, model transfer, end-to-end YOLO3/self define model training &use, etc.

segment-this-sky icon segment-this-sky

small computer vision draft for sky segmentation. uses opencv and python

yolov3 icon yolov3

在pytorch-yolov3的基础上加入了DropBlock和Label Smoothing,Gridmask和mosaic数据增强等进行口罩检测

yolov3-1 icon yolov3-1

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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