ML Application · Python

Document-delivery

Jens Mittelbach@jmiba · Atlas 61.8 · #6= builder

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What it is

The Document-delivery repository provides a complete Dockerized system for automating university library document delivery workflows, integrating FormCycle webhooks, FastAPI API, SQLite storage, a background worker for metadata resolution and file processing, and a Streamlit operator interface.

Scored from the code at its last scan, 16 Oct 2026. How merit is scored

Where it counts

Computer Vision50%
Machine Learning30%
Data Science20%
MLOps20%
NLP & LLMs10%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the Computer Vision board

Whole board

RankProjectBuilderFieldMerit

1Document-deliveryML Application · Python66.0/100AdvancedJens MittelbachComputer Vision
2AlexNet-from-scratchArchitecture Reimplementation · Jupyter NotebookThe repository provides a from-scratch PyTorch implementation of the AlexNet convolutional neural network, including model definition, training loop, evaluation, and a pretrained checkpoint on the Imagenette dataset. It is intended as an educational reference and demonstration…60.5/100AdvancedPop AlexandruComputer Vision
3fourcast-livive-netEducational Implementation · JavaScriptThe repository provides an interactive web application that compares four computer vision architectures (HOG+SVM, custom CNN, transfer learning, and vision foundation models) for cat vs dog classification. It includes code for dataset creation, model training (from-scratch…59.1/100AdvancedJarad PeckenpaughComputer Vision

What it is

Where it counts

Around it on the Computer Vision board

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