tlc.integration.detectron2¶

Hooks, metrics collectors and dataset utilities for integrating 3LC with Detectron2.

Modules and Packages¶

Module

Description

bounding_box_metrics_collector

Collect metrics for bounding box predictions.

detectron_metrics_collection_hook

Hook that collects detectron2 standard metrics.

metrics_collection_hook

Hook that collects 3LC metrics on a detectron dataset.

register_coco_instances

A drop-in replacement for detectron2.data.datasets.register_coco_instances

umap_reduce_embeddings_hook

Hook to apply UMAP reduction to embeddings generated during a run.