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IceVision meets AWS: detect LaTeX symbols in handwritten math and deploy with Docker on Lambda

francescopochetti.com · published 21 January 2021

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https://github.com/FraPochetti/KagglePlaygrounds/blob/master/latex_detector_icevision.ipynb
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https://github.com/gabrielelanaro/ml-prototypes/blob/master/prototypes/styletransfer/icevision_latex_lambda.py
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https://github.com/gabrielelanaro/ml-prototypes/blob/master/prototypes/styletransfer/website/icelatex.js
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https://github.com/gabrielelanaro/ml-prototypes/blob/master/prototypes/styletransfer/website/icelatex.html
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https://github.com/gabrielelanaro/ml-prototypes/blob/master/prototypes/styletransfer/Dockerfile.icevision
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https://github.com/airctic/icevision
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https://aws.amazon.com/blogs/aws/new-for-aws-lambda-container-image-support/
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http://visualneurons.com/icelatex.html
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https://www.kaggle.com/aidapearson/ocr-data
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https://aws.amazon.com/ec2/instance-types/p3/
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https://aws.amazon.com/sagemaker/
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https://fastai1.fast.ai/callbacks.lr_finder.html
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https://docs.fast.ai/callback.schedule.html
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https://discord.gg/J3XqnXhu
discord.gg
http://visualneurons.com/index.html
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https://github.com/gabrielelanaro/ml-prototypes/blob/2b76375928fbd463b8dabdbab493a90cb26cca19/prototypes/styletransfer/icevision_latex_lambda.py
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https://twitter.com/danilop
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https://docs.aws.amazon.com/lambda/latest/dg/images-create.html
docs.aws.amazon.com
https://hub.docker.com/r/amazon/aws-lambda-python
hub.docker.com
https://docs.aws.amazon.com/lambda/latest/dg/runtimes-api.html
docs.aws.amazon.com
https://github.com/aws/aws-lambda-python-runtime-interface-client
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https://github.com/airctic/icevision/blob/master/icevision/utils/data_dir.py
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https://github.com/FraPochetti/mantisshrimp/blob/aws-lambda/icevision/utils/data_dir.py
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https://github.com/FraPochetti/mantisshrimp/tree/aws-lambda
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https://aws.amazon.com/ecr/
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https://aws.amazon.com/blogs/machine-learning/bringing-your-own-custom-container-image-to-amazon-sagemaker-studio-notebooks/
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https://pypi.org/project/sagemaker-studio-image-build/
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https://github.com/aws-samples/sagemaker-studio-custom-image-samples/blob/main/DEVELOPMENT.md
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