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Maximize detection recall

ml enhancement

Status: Open.

#139 In tnc-ca-geo/animl-ml;

· nathanielrindlaub opened on Nov 3, 2025

Implement test time augmentation

ml enhancement

Status: Open.

#138 In tnc-ca-geo/animl-ml;

· nathanielrindlaub opened on Nov 3, 2025

Compile models to TensorRT

ml enhancement

Status: Open.

#137 In tnc-ca-geo/animl-ml;

· nathanielrindlaub opened on Nov 3, 2025

Deploy MegaDetector v1000

Status: Open.

#132 In tnc-ca-geo/animl-ml;

· nathanielrindlaub opened on Jul 24, 2025

Support SpeciesNet Ensemble

Status: Open.

#130 In tnc-ca-geo/animl-ml;

· geohacker opened on May 15, 2025

[Question] do we need to retain the deployed model containers in ECR?

cost savings

infrastructure

Status: Open.

#125 In tnc-ca-geo/animl-ml;

· nathanielrindlaub opened on Jan 14, 2025

Tiled processing on MDv5 requests that are larger than 1280px wide

ml enhancement

Status: Open.

#136 In tnc-ca-geo/animl-ml;

· nathanielrindlaub opened on Sep 7, 2024

[Classifier training] Remove annotations with negative bounding box values during data cleaning

Status: Open.

#122 In tnc-ca-geo/animl-ml;

· nathanielrindlaub opened on Apr 18, 2024

[Classifier training] Update code for downloading and utilizing LILA data

Status: Open.

#121 In tnc-ca-geo/animl-ml;

· nathanielrindlaub opened on Apr 2, 2024

Classifier training workflow: add step to filter out unwanted annotations

Status: Open.

#117 In tnc-ca-geo/animl-ml;

· nathanielrindlaub opened on May 3, 2023

Address numpy.ndarry -> tensor conversion warning in mdv5_handler.py

Status: Open.

#115 In tnc-ca-geo/animl-ml;

· nathanielrindlaub opened on Apr 25, 2023

Explore bumping up the versions of torch and torchvision we use on the MIRAv2 endpoint

Status: Open.

#109 In tnc-ca-geo/animl-ml;

· nathanielrindlaub opened on Apr 7, 2023