Optimize prediction on long image and deduplicate similar boxes with multiple lables

[marswen]

PR 类型 PR types

Performance optimization

PR 变化内容类型 PR changes

Others

描述 Description

• Handle conflict where a box is simultaneously recognized as multiple labels.
• Split image with one side much greater than the other side recursively and process each with overlap to enhance performance.

提PR之前的检查 Check-list

• 这个 PR 是提交到dygraph分支或者是一个cherry-pick，否则请先提交到dygarph分支。
  This PR is pushed to the dygraph branch or cherry-picked from the dygraph branch. Otherwise, please push your changes to the dygraph branch.
• 这个PR清楚描述了功能，帮助评审能提升效率。This PR have fully described what it does such that reviewers can speedup.
• 这个PR已经经过本地测试。This PR can be convered by current tests or already test locally by you.

[paddle-bot]

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[tink2123]

LGTM