Step By Step
1、新建工作区
2、创建数据集
测试数据集( Tomato&Cucumber),注意:修改图片名称为英文。
3、数据标注
4、模型训练
5、模型部署
6、模型调用
6.1 pom.xml
<dependencies>
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>aliyun-java-sdk-core</artifactId>
<optional>true</optional>
<version>[4.3.2,5.0.0)</version>
</dependency>
<dependency>
<groupId>com.google.code.gson</groupId>
<artifactId>gson</artifactId>
<version>2.8.5</version>
</dependency>
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>aliyun-java-sdk-indvi</artifactId>
<version>1.0.0</version>
</dependency>
</dependencies>
6.2 Code Sample
import com.aliyuncs.DefaultAcsClient;
import com.aliyuncs.IAcsClient;
import com.aliyuncs.exceptions.ClientException;
import com.aliyuncs.indvi.model.v20190701.GetDetectionResultRequest;
import com.aliyuncs.indvi.model.v20190701.GetDetectionResultResponse;
import com.aliyuncs.profile.DefaultProfile;
import com.aliyuncs.profile.IClientProfile;
public class demo1 {
private static String detectUrl = "vegetables";
private static String imageUrl = "https://timgsa.baidu.com/timg?image&quality=80&size=b9999_10000&sec=1594299310969&di=3e8fb67c14b88ff556a0b6b99f22d2de&imgtype=0&src=http%3A%2F%2Fimg4.imgtn.bdimg.com%2Fit%2Fu%3D321323004%2C3243292509%26fm%3D214%26gp%3D0.jpg";
public static void main(String[] args) throws ClientException {
// access_key_id, access_key_secret 获取参考链接:https://yq.aliyun.com/articles/693979?spm=a2c4e.11155435.0.0.319326a2bKJ90g
String accessKeyID = "LTAIRAcw********";
String accessKeySecret = "cSyIdKppC2NptI****************";
String regionId = "cn-hangzhou";
DefaultProfile.addEndpoint(regionId, regionId, "indvi", "indvi.cn-hangzhou.aliyuncs.com");
IClientProfile profile = DefaultProfile.getProfile(regionId, accessKeyID, accessKeySecret);
//初始化client
IAcsClient client = new DefaultAcsClient(profile);
GetDetectionResultRequest request = new GetDetectionResultRequest();
request.setDetectPath(detectUrl);
request.setImageUrl(imageUrl);
try {
GetDetectionResultResponse response = client.getAcsResponse(request);
if (null == response) {
return;
}
if (response.getSuccess() == false) {
System.out.print(response.toString());
return;
}
String result = response.getResult();
System.out.print(result);
} catch (Exception e) {
e.printStackTrace();
}
}
}
6.3 Result
cucumber