[WIP] Add reproducible marine mammal detector workflow for HPC.#1385
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bw4sz wants to merge 1 commit into
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[WIP] Add reproducible marine mammal detector workflow for HPC.#1385bw4sz wants to merge 1 commit into
bw4sz wants to merge 1 commit into
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This introduces a concise BOEM/USGS-focused pipeline with marine-only data filtering, DDP/SLURM training, optional zero-shot and Hugging Face export, and quick visualization scripts for internal reporting. Made-with: Cursor
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(1) From paper titled "Reduction of Species Identification Errors in Surveys of Marine Wildlife Abundance Utilising Unoccupied Aerial Vehicles (UAVs)" by Bigal et al. 2022 (2) From paper titled "Drones and convolutional neural networks facilitate automated and accurate cetacean species identification and photogrammetry" by Gray et al. 2019 |
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This introduces a concise BOEM/USGS-focused pipeline with marine-only data filtering, DDP/SLURM training, optional zero-shot and Hugging Face export, and quick visualization scripts for internal reporting.
Made-with: Cursor
Description
Related Issue(s)
Related to the MillionAnimals repo https://github.com/weecology/MillionAnimals
AI-Assisted Development
AI tools used (if applicable):
This PR was entirely created by cursor to see if we can direct it at data and have it go through the entire train/eval/PR process for deepforest.