I am trying to create one nested Python dictionary called Results.
I am using AWS Rekognition to get an image and output the results.
The results_dict only contains one result after it's complated, and I wish to have all the results in one nested loop
I'm trying to get:
{
"Results": [
{
"Name": "Human",
"Confidence": 98.87621307373047,
},
{
"Name": "Face",
"Confidence": 98.87621307373047,
},
{
"Name": "Person",
"Confidence": 98.87621307373047,
},
]
}
But I'm getting:
{
'Results':
{
'Name': 'Paper',
'Confidence': 57.299766540527344
}
}
The code is replacing the text, and I want to add another set of Name and Confidence.
My code is:
import boto3
import json
BUCKET = "*****"
FOLDER = 'testing/'
JOEY = FOLDER "Joey_30_Sept.png"
BEYONCE = FOLDER "beyonce_rekognition_moderation_testing.jpg"
MANBEARD = FOLDER "man_beard.jpg"
MEN = FOLDER "men_group.jpg"
client = boto3.client('rekognition')
response = client.detect_labels(Image=
{'S3Object': {
'Bucket': BUCKET,
'Name': JOEY
}},
MaxLabels = 10,
MinConfidence=0)
results_dict = {}
results_dict['Results'] = {}
results_dict['Results']['Name'] = ""
results_dict['Results']['Confidence'] = ""
for label in response['Labels']:
name = label['Name'] #to get the whole bounding box.
confidence = label['Confidence']
name_str = str(name)
conf_str = str(confidence)
results_dict["Results"]["Name"] = label['Name']
results_dict["Results"]["Confidence"] = label['Confidence']
print(results_dict)
CodePudding user response:
You defined results_dict['Results']
as dictionary as dict not list:
...
results_dict = {}
results_dict['Results'] = []
results_dict['Results']['Name'] = ""
results_dict['Results']['Confidence'] = ""
for label in response['Labels']:
name = label['Name'] #to get the whole bounding box.
confidence = label['Confidence']
name_str = str(name)
conf_str = str(confidence)
results_dict['Results'].append({["Name": name_str, "Confidence": conf_str })
print(results_dict)