案例.md

案例

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classification 分类

kaggle-Humpback-Whale-Identification

• 1st code discussion

kaggle-Google Landmark Recognition 2020

• 1st code dicsussion
• 2nd code discussion

kaggle-Human Protein Atlas 蛋白质分类比赛

• 9th discussion
• 11th discussion

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object detection 目标检测

熟悉yolo、mmdetection、efficientdet的使用

kaggle-Global Wheat Detection 小麦检测 Data size: 600MB

• 1st discussion
• 2nd code discussion
• 9th code discussion

kaggle-RSNA Pneumonia Detection Challenge X光肺炎检测 Data size: 3.68GB

• 1st code discussion
• 2nd code discussion
• 3rd code discussion

kaggle-Google AI Open Images - Object Detection Track Data size: 9.74GB

kaggle-DFL - Bundesliga Data Shootout 视频事件检测

• 6th discussion

智能盘点—钢筋数量AI识别 Data size: train 250, test 200

• 方案介绍-讨论区
• spytensor/detect_steel_bar

天池-宫颈癌风险智能检测诊断

雪浪制造AI挑战赛—布匹良品检测

• 初赛9th code

天池-布匹疵点智能识别赛道

天池-铝型材表面瑕疵识别

天池-瓷砖缺陷

• 6th code

Kesci-水下目标检测算法赛

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segmentation 分割

语义分割与实例分割

kaggle-TGS Salt Identification Challenge

• 1st code discussion

kaggle-iMaterialist (Fashion) 2019 at FGVC6 (实例分割)

• 1st code discussion

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OCR 光学字符识别

第四届厦门国际银行

• 1st code

基于OCR身份证要素提取

• 1st code
• 15th code
• code

面向自动阅卷的OCR技术挑战赛

• 1st code

MTWI 2018 挑战赛一：网络图像的文本识别 MTWI 2018 挑战赛二：网络图像的文本检测

• code

好未来表格识别技术挑战赛

英特尔创新大师杯深度学习挑战赛 赛道1：通用场景OCR文本识别任务

百度网盘AI大赛-水印智能消除赛

• 2nd code
• 3rd code

数学公式识别

• code

image to image

百度网盘AI大赛-水印智能消除赛第3名方案