hanchenchen / open-brand

open-brand

• 1⃣️What are the differences between anchor and proposal?
• 2⃣️What are the differences between anchor-based methods and anchor-free methods?
• 3⃣️Baseline: the performance of faster-RCNN on Open Brand dataset.
• 4⃣️Read 2 anchor-based methods on CoCo and transfer to Open Brand.
• 5⃣️Read 2 anchor-free methods on CoCo and transfer to Open Brand.
• 6⃣️Read 2 transformer-based methods on CoCo and transfer to Open Brand.
• 7⃣️Read 2 papers about small object detection.
• 8⃣️Read 2 papers about long-tail distribution data.
• 9⃣️YOLOv5
• 🔟mAP (what, how)

Date	Heng Jia	Chenchen Han
2021-04-12 ➡️ 2021-04-16	1⃣️: note 2⃣️: note 🔟: note	9⃣️: 1 mAP on eval set
2021-04-17	Report	Report
2021-04-18	Summary and plan	Summary and plan
2021-04-26 10:00	2 验证集 top 1 model 验证集 top 10% model	2	实时评测，每小时更新排行榜，每天两次提交机会
2021-06-03 15:00			==合并队伍==，初赛结束，共计 4 x 40 = 160 次提交机会

对抗攻击

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• 训练集：58w images and 130w annotations
• 初赛测试集：5w images

9⃣️YOLOv5:

• Read the paper open brands dataset
• EDA with pandas
• prepare codes for training
• Train LodoDet3K with YOLOv5s-default (will be completed on 22 April)