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MiniBullLab / easy_ai

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ML bot开发 #145

Open lpj0822 opened 3 years ago

lpj0822 commented 3 years ago
foww-0001 commented 3 years ago
  1. easyai和S3数据的交互。
  2. easyai的main方法启动。
foww-0001 commented 3 years ago

目前Denet训练正常，结果为：

Epoch: 99 | mAP: 0.994 | apple: 0.977 orange: 0.998 pear: 1.000 potato: 1.000

下载的内容包括：

1. denet.onnx
2. det2d_best.pt
3. det2d_evaluation.txt
foww-0001 commented 3 years ago

lamda开发手册：https://docs.aws.amazon.com/zh_cn/lambda/latest/dg/welcome.html

foww-0001 commented 3 years ago

api getway使用案例: https://docs.aws.amazon.com/zh_cn/apigateway/latest/developerguide/api-gateway-overview-developer-experience.html

foww-0001 commented 3 years ago

AWS - 使用AWS创建HTTP接口 (Api Gateway + Lambda + Dynamodb)：https://blog.csdn.net/weixin_44464760/article/details/105854773

foww-0001 commented 3 years ago

IP camera解决方案：https://www.amazonaws.cn/solutions/ip-camera-solution/

foww-0001 commented 3 years ago

AI Solution Kit（api gateway + lamda（实现推理） + EFS）：https://www.amazonaws.cn/solutions/ai-solution-kit/

foww-0001 commented 3 years ago

AWS API Gateway 简单版用户名密码登录HTTP Request 用到Lambda （Python boto3），DynamoDB，：https://blog.csdn.net/wendyw1999/article/details/118143797?spm=1001.2101.3001.6650.2&utm_medium=distribute.pc_relevant.none-task-blog-2%7Edefault%7ECTRLIST%7Edefault-2.no_search_link&depth_1-utm_source=distribute.pc_relevant.none-task-blog-2%7Edefault%7ECTRLIST%7Edefault-2.no_search_link

foww-0001 commented 3 years ago

用户注册，权限控制：https://roadtoaws.com/2021/04/14/controlling-api-gateway-access-with-cognito/