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README.md

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 # object-store-scripts
 
+Directory to download images from Jasmin object store and perform inference to:
+- detect objects
+- classify objects as moth or non-moth
+- identify the order
+- determine the moth species
+
+## Installation
+
+To install the required packages, run the following command:
+
+```bash
+pip install -r requirements.txt
+```
+
+## Usage
+
+To run the script, use the following command:
+
+```bash
+python s3_download_with_inference.py \
+  --country "Costa Rica" \
+  --deployment "Forest Edge - EC4AB109" \
+  --keep_crops
+```
+
+Or to run on baskerville:
+
+```bash
+sbatch cr_analysis.sh
+```
+
+
+To download interactively, and without inference and subsequent image deletion:
+
+```bash
+python s3_download_async.py
+```