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How to integrate Describe Anything into a custom app via API?

2025-08-24 981

API集成需遵循以下Standardized processes::

  1. Service deployment
    • Start command:python dam_server.py --model-path nvidia/DAM-3B --conv-mode v1
    • 推荐使用8001等非标准端口避免冲突
  2. 请求构造
    • 图像需转为Base64编码,建议使用base64.b64encode(open("image.png","rb").read())
    • 视频需分帧处理,每秒抽取3-5关键帧
  3. response parsing
    • 成功响应包含置信度分数(0-1范围)
    • 错误代码:4001(掩码无效)、5003(模型过载)

Typical Integration Example:
城市规划系统中,通过POST请求发送航拍图获取”6米宽机动车道+2米宽绿化带”等结构化描述,响应时间控制在1.2秒内。

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