pierluigiferrari/ssd_keras

A Keras port of Single Shot MultiBox Detector

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/ 100
Established

Implements SSD300, SSD512, and a lightweight SSD7 variant using VGG-16 and custom base networks, with multi-scale feature maps for detecting objects at various sizes in a single forward pass. Provides ported weights matching original Caffe implementation mAP (77.5-83.2% on Pascal VOC) plus transfer learning utilities for custom datasets. Emphasizes documentation and code clarity with detailed comments, Jupyter tutorials, and template architectures to facilitate model customization and understanding.

1,873 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 25 / 25

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Stars

1,873

Forks

925

Language

Python

License

Apache-2.0

Last pushed

Apr 21, 2022

Commits (30d)

0

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