balancap/SSD-Tensorflow
Single Shot MultiBox Detector in TensorFlow
Implements VGG-300 and VGG-512 architectures with multi-scale feature maps and anchor box encoding/decoding for real-time object detection. Provides modular components for datasets (Pascal VOC, COCO conversion to TF-Records), network definitions, and augmentation routines, enabling fine-tuning from Caffe checkpoints or ImageNet pre-trained backbones with selective layer freezing.
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