Readme docs for instalation about rembg-aws-lambda HOT 4 CLOSED

@Tlapi
Here is a great documentation on how to create and push the docker Lambda container image.
https://docs.aws.amazon.com/lambda/latest/dg/images-create.html

Here is the all the dependencies from the requirements.txt so you don't need to install it and pip freeze

flatbuffers==23.3.3
humanfriendly==10.0
mpmath==1.3.0
numpy==1.23.5
onnxruntime==1.13.1
opencv-python-headless==4.6.0.66
packaging==23.1
Pillow==9.3.0
protobuf==4.22.3
rembg-aws-lambda==0.2.0
sympy==1.11.1

Note:
If using Mac M chips for building the image use this decorator --platform linux/amd64
docker build -t hello-world . --platform linux/amd64

Example of Lambda function to read from the S3 bucket get the image, process it with rembg and upload it to a different folder on the same bucket.

import boto3
from rembg import remove

# Initialize boto3 to use the S3 client.
s3_client = boto3.client('s3')

def lambda_handler(event, context):
    try:
        # Get the file inside the S3 Bucket
        s3_response = s3_client.get_object(
            Bucket='<Bucket-Name>',
            Key='public/image-test.jpg'
        )

        # Get the Body object in the S3 get_object() response
        s3_object_body = s3_response.get('Body')

        # Read the data in bytes format
        content_str = s3_object_body.read()

        # Remove background with rembg
        input = content_str
        output = remove(input)

        #put object in different directory
        response = s3_client.put_object(Body=output, Bucket='<Bucket-Name>', Key='public/processed/image-test.jpg')

        return response

    except s3_client.exceptions.NoSuchBucket as e:
        # S3 Bucket does not exist
        print('The S3 bucket does not exist.')
        print(e)

    except s3_client.exceptions.NoSuchKey as e:
        # Object does not exist in the S3 Bucket
        print('The S3 objects does not exist in the S3 bucket.')
        print(e)

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Hi @Tlapi, thanks for opening issue! I definitely agree that adding documentation on usage in an AWS lambda environment would be useful for other devs to get started.

I've personally used a Dockerfile for deployment as a container-based lambda, but I agree that documenting this approach (or adding a sample Dockerfile in the docs) would definitely be beneficial for others.

P.S. It's been a while since I've used the serverless framework, so I might need some help/PR with ensuring that the docs correctly outline such a use case.

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This issue is stale because it has been open for 30 days with no activity.

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This issue was closed because it has been inactive for 14 days since being marked as stale.

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