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Creating an End-to-End Machine Learning Application
A complete, end-to-end ML application, implemented in both TensorFlow 2.0 and PyTorch.
api tensorflow python production
AI Basketball Analysis
🏀 AI web app and API to analyze basketball shots and shooting pose.
pose-estimation sports basketball api
FastAPI for Flask Users
A comprehensive guide to FastAPI with a side-by-side code comparison with Flask
fastapi flask api article
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation
A composite dataset that unifies semantic segmentation datasets from different domains.
segmentation instance-segmentation panoptic-segmentation multi-domain
Best Practices for Designing a Pragmatic RESTful API
What formats should you accept? How should you authenticate? Should your API be versioned?
api naming-conventions endpoints endpoint-design
NSFW Image Classification REST API built with TensorFlow.JS
A ready-to-use & open-source NSFW Image Classification REST API built with TensorFlow.JS and NSFW.JS for effortless Content Moderation
open-source tensorflow-js nsfw node-js
AllenNLP Interpret
A Framework for Explaining Predictions of NLP Models
interpretability explainability natural-language-processing api
Serverless BERT with HuggingFace and AWS Lambda
Build a serverless question-answering API with BERT, HuggingFace, the Serverless Framework, and AWS Lambda.
bert question-answering huggingface serverless
Gspread: Google Sheets API using Python
Complete guide on how to access/edit Google Sheets using Python. Detailed code examples and explanations of gspread library.
api python program-development article
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