Datasets:

Sol-Carolina
/

Wasp_moth_mimicry

- Updated README and CSVs for viewer functionality (1b4541d0a980b692bf7f54bee42b5950ac1db744)
- fix some formatting (80c4fe04f9f6d0b2a50720248735fc951af01567)

Co-authored-by: Elizabeth Campolongo <egrace479@users.noreply.huggingface.co>

Files changed (3) hide show

README.md +72 -33
mw-metadata.csv +95 -95
mw-nobg-metadata.csv +94 -94

README.md CHANGED Viewed

@@ -1,17 +1,42 @@
 license: cc0-1.0
 language:
 - en
-pretty_name:
-task_categories: # ex: image-classification, see key list at https://github.com/huggingface/huggingface.js/blob/main/packages/tasks/src/pipelines.ts
 tags:
 - biology
 - image
 - animals
 - CV
 - moths
 - mimicry
-size_categories: # ex: n<1K, 1K<n<10K, 10K<n<100K, 100K<n<1M, ...
-description: # Add a short description (summary) of your dataset, this will render as part of the CardData object through the API, which can thus be used in applications such as the Imageomics Catalog
 ---
 <!--
@@ -42,36 +67,30 @@ To render LaTex in your README, wrap the code in `\\(` and `\\)`. Example: \\(\f
 Escape underscores ("_") with a "\". Example: image\_RGB
 -->
-# Dataset Card for Wasp_moth_mimicry
 This dataset comprises images of pinned insects from four localities around Panama. This represents sympatric species of Euchromiina moths,
 Hymenoptera and some Diptera. This dataset was created to understand how similar the phenotype of Euchoemiina moths and the Hymenopteran sympatric species.
 Euchromiina moths are characterized by being mimics of different groups of wasps and bees, but to date, no study has quantified their similarity.
-This dataset is a small representation of the dataset of the PhD candidate Sol Parra hows is studying the phenotipic similarity of this two groups with a focus
 on wing traits.
 ## Dataset Details
 ### Dataset Description
-- **Curated by:** list curators (authors for _data_ citation, moved up)
-- **Language(s) (NLP):** [More Information Needed]
-<!-- Provide the basic links for the dataset. These will show up on the sidebar to the right of your dataset card ("Curated by" too). -->
-- **Homepage:**
-- **Repository:** [related project repo]
-- **Paper:**
 ## Dataset Structure
-```
 /dataset/
     <SP_raw>/
-        <location_id 1>.png
-        <location_id 2>.png
         ...
-        <location_id n>.png
     <SP_nobackground>/
         <location_id 1>.png
         <location_id 2>.png
@@ -79,23 +98,31 @@ on wing traits.
         <location_id n>.png
     mw-metadata.csv
     mw-nobg-metadata.csv
-```
 ### Data Instances
-SP_raw/: Original images, taken of pinned specimens with color standard and scalebar. Associated metadata file is mw-metadata.csv.
-SP_nobackground/: Segmented images. These are the original images with the background removed; this was completed by Parra Santos using batch editing on Photoshop. Associated metadata file is mw-nobg-metadata.csv.
-All images are named <location_id>.png with "location" being three different communities where they belong to.
 ### Data Fields
-**metadata.csv**:
-  - `d5m`:
-  - `file_name`: Name of the image
-  - `location`: Sampling location in Panama
-  - `label`: Label for the taxon of the image, either "moth", "wasp", or "fly"
-  - `segmented`: "Yes" if the background has been removed, "No" if it wasn't.
--->
 ### Curation Rationale
 This dataset comprises sympatric insects from different communities around Panama. This includes three taxonomic groups: moths from the subtribe Euchromiina, Hymenopterans, and Dipterans. This dataset was created to understand the phenotypic similarity between the Euchormiina moths and their putative hymenopteran models.
@@ -103,23 +130,35 @@ This dataset comprises sympatric insects from different communities around Panam
 #### Who are the source data producers?
 These images were taken by Sol Carolina Parra Santos from specimens collected in Panama by her as part of her PhD thesis project entitled  "Unraveling Wasp Mimicry through Wing Transparency in Euchromiina: Ecological, Evolutionary, and Developmental Insights."
 ## Licensing Information
 CC0: This dataset is dedicated to the public domain for the benefit of scientific pursuits. We ask that you cite the dataset and journal paper using the below citation if you make use of it in your research.
 ## Citation
 @misc{Parra-Santos2025wasp_mimicry,
   author       = {Sol Carolina Parra Santos},
-  title        = {Spechoid mimicry community},
   year         = {2025},
   publisher    = {Hugging Face},
   url          = {https://huggingface.co/datasets/Sol-Carolina/Wasp_moth_mimicry}
 }
 ## Acknowledgements
-This dataset was collected with the support of the Smithsonian Tropical Institute. This work was supported by the [Imageomics Institute](https://imageomics.org), which is funded by the US National Science Foundation's Harnessing the Data Revolution (HDR) program under [Award #2118240](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2118240) (Imageomics: A New Frontier of Biological Information Powered by Knowledge-Guided Machine Learning). Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
 ## Dataset Card Authors

+---
 license: cc0-1.0
 language:
 - en
+pretty_name: Wasp-Moth Mimicry
+task_categories:
+- image-classification
 tags:
 - biology
 - image
 - animals
 - CV
 - moths
+- wasps
+- Euchromiina
+- Hymenoptera
+- Diptera
 - mimicry
+- Panama
+- full-body
+- wings
+- traits
+- imageomics
+size_categories: n<1K
+description: "Images of pinned insects from four localities around Panama. This represents sympatric species of Euchromiina moths,
+Hymenoptera and some Diptera. This dataset was created to understand how similar the phenotype of Euchoemiina moths and the Hymenopteran sympatric species.
+Euchromiina moths are characterized by being mimics of different groups of wasps and bees, but to date, no study has quantified their similarity.
+This dataset is a small representation of the dataset of Sol Parra who is studying the phenotypic similarity of this two groups with a focus
+on wing traits."
+configs:
+  - config_name: specimen-images
+    data_files:
+      - mw-metadata.csv
+      - SP_raw/*.jpg
+    default: true
+  - config_name: segmented-specimens
+    data_files:
+      - mw-nobg-metadata.csv
+      - SP_nobackground/*.png
 ---
 <!--
 Escape underscores ("_") with a "\". Example: image\_RGB
 -->
+# Dataset Card for Wasp-Moth Mimicry
 This dataset comprises images of pinned insects from four localities around Panama. This represents sympatric species of Euchromiina moths,
 Hymenoptera and some Diptera. This dataset was created to understand how similar the phenotype of Euchoemiina moths and the Hymenopteran sympatric species.
 Euchromiina moths are characterized by being mimics of different groups of wasps and bees, but to date, no study has quantified their similarity.
+This dataset is a small representation of the dataset of the PhD candidate Sol Parra who is studying the phenotypic similarity of this two groups with a focus
 on wing traits.
 ## Dataset Details
 ### Dataset Description
+- **Curated by:** Sol Carolina Parra Santos
+- **Repository:** [mimicry-madness](https://github.com/Imageomics/mimicry-madness/tree/main)
 ## Dataset Structure
+```
 /dataset/
     <SP_raw>/
+        <location_id 1>.jpg
+        <location_id 2>.jpg
         ...
+        <location_id n>.jpg
     <SP_nobackground>/
         <location_id 1>.png
         <location_id 2>.png
         <location_id n>.png
     mw-metadata.csv
     mw-nobg-metadata.csv
+```
 ### Data Instances
+This dataset was curated as a subset or sample of wasp-moth mimicry for use at [FuncaPalooza](https://github.com/Imageomics/FuncaPalooza-2025/wiki). There is one image per species, each of which is named for the location from which the specimen came. There are two metadata files included, one for each folder. `mw-metadata.csv` and `mw-nobg-metadata.csv` provided the metadata associated to the moths, wasps, and flies imaged and collected in Panama by Sol Carolina Parra Santos.
+They are subdivided in two folders:
+1. `SP_raw/`: Original images, taken of pinned specimens with color standard and scalebar. Their associated metadata file is `mw-metadata.csv`.
+2. `SP_nobackground/`: Segmented images. These are the original images with the background removed; this was completed by Parra Santos using batch editing on Photoshop.
+Their associated metadata file is `mw-nobg-metadata.csv`.
+All images are named `<location_id #>.png` with "location" being one of three different communities to which they belong.
 ### Data Fields
+An initial metadata file was generated using [sum-buddy](https://github.com/Imageomics/sum-buddy) from the image folder, then separated out by file (using the `segmented` column values). Both metadata files (`mw-metadata.csv` and `mw-nobg-metadata.csv`) thus have the following columns.
+- `file_name`: String. Path to the image from the root of the repository, includes the `filename`, allows for dataset viewer display.
+- `filename`: String. Filename of the image (`<location_id #>.<ext>`, raw are JPGs, segmented are PNGs).
+- `label`: String. General label for the creature: `wasp`, `moth`, or `fly`.
+- `location`: String. Location in Panama from which the specimen was collected: `Cerro azul`, `BCI`, `Gamboa`, or `Fortuna`.
+- `md5`: String. MD5 hash of the image, calculated at file generation using the [`sum-buddy`](https://github.com/Imageomics/sum-buddy) package. These are unique identifiers for the images.
+- `segmented`: Boolean. `True` means these are the segmented images (i.e., images with background removed).
+## Dataset Creation
 ### Curation Rationale
 This dataset comprises sympatric insects from different communities around Panama. This includes three taxonomic groups: moths from the subtribe Euchromiina, Hymenopterans, and Dipterans. This dataset was created to understand the phenotypic similarity between the Euchormiina moths and their putative hymenopteran models.
 #### Who are the source data producers?
 These images were taken by Sol Carolina Parra Santos from specimens collected in Panama by her as part of her PhD thesis project entitled  "Unraveling Wasp Mimicry through Wing Transparency in Euchromiina: Ecological, Evolutionary, and Developmental Insights."
+### Annotations
+The "wasp", "moth", and "fly" labels were assigned by Sol Carolina Parra Santos based on specimen examination. <!-- Add more specifics -->
+## Considerations for Using the Data
+### Bias, Risks, and Limitations
+This dataset contains only a single image per species and is meant as purely a representative sample of wasp-moth mimicry.
 ## Licensing Information
 CC0: This dataset is dedicated to the public domain for the benefit of scientific pursuits. We ask that you cite the dataset and journal paper using the below citation if you make use of it in your research.
 ## Citation
+```bibtext
 @misc{Parra-Santos2025wasp_mimicry,
   author       = {Sol Carolina Parra Santos},
+  title        = {Wasp-Moth Mimicry},
   year         = {2025},
   publisher    = {Hugging Face},
   url          = {https://huggingface.co/datasets/Sol-Carolina/Wasp_moth_mimicry}
 }
+```
 ## Acknowledgements
+This dataset was collected with the support of the [Smithsonian Tropical Institute](https://stri.si.edu/). Additional support was provided by the [Imageomics Institute](https://imageomics.org), which is funded by the US National Science Foundation's Harnessing the Data Revolution (HDR) program under [Award #2118240](https://www.nsf.gov/awardsearch/showAward?AWD_ID=2118240) (Imageomics: A New Frontier of Biological Information Powered by Knowledge-Guided Machine Learning). Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
 ## Dataset Card Authors

mw-metadata.csv CHANGED Viewed

@@ -1,95 +1,95 @@
-filename,md5,location,label,segmented
-Cerro_azul_IMG_0001_wasp.jpg,9bcc6865570800391b3a6ae7709affd1,Cerro azul,wasp,FALSE
-BCI_IMG_0014_1_moth.jpg,9fa92848967b89543410ec121fce61e2,BCI,moth,FALSE
-Gamboa_IMG_0040_wasp.jpg,68da0bb1433f486c86d4f21126b21fe0,Gamboa,wasp,FALSE
-Fortuna_IMG_0027_moth.jpg,4cd1a3dcf07b2517d191c7af627029bb,Fortuna,moth,FALSE
-Gamboa_IMG_0012_moth.jpg,b8a2469496052910c6c26896e36af0e8,Gamboa,moth,FALSE
-Fortuna_IMG_0026_moth.jpg,5cc712a520ada23aae8b4ee06c3e2c7d,Fortuna,moth,FALSE
-Gamboa_IMG_0037_wasp.jpg,69e52e7751b4b76b6f613ddddb3347f2,Gamboa,wasp,FALSE
-Gamboa_IMG_0036_wasp.jpg,bde5466e073aa868d5534583f43131bb,Gamboa,wasp,FALSE
-Fortuna_IMG_0050_moth.jpg,45f4dd041c3f9f41639e1b62724adfa9,Fortuna,moth,FALSE
-Gamboa_IMG_0019_moth.jpg,93bb92b3eb5189f8854f4a4a93409ab8,Gamboa,moth,FALSE
-Gamboa_IMG_0018_moth.jpg,f2c8d74a388627d2cfda053800f4c1c2,Gamboa,moth,FALSE
-Fortuna_IMG_0037_wasp.jpg,9e62fb38419eba34a32f5107cb58b984,Fortuna,wasp,FALSE
-Fortuna_IMG_0009_wasp.jpg,ec35e9cf0b54f3e7c08db76927e9ff14,Fortuna,wasp,FALSE
-Fortuna_IMG_0008_wasp.jpg,c289c68dd01be75acb3d88c0c84b40c2,Fortuna,wasp,FALSE
-Gamboa_IMG_0011_1_moth.jpg,0e58fe5dcb134d6511c323faff164670,Gamboa,moth,FALSE
-Fortuna_IMG_0014_wasp.jpg,ba8c011e664889fe8c76ad8a6e07c175,Fortuna,wasp,FALSE
-Gamboa_IMG_0020_wasp.jpg,f583c5086a2a70d1c19cf8b677ac3311,Gamboa,wasp,FALSE
-Gamboa_IMG_0021_wasp.jpg,d1ff4a0cfd162f8fa3d93b935d8a04ec,Gamboa,wasp,FALSE
-Gamboa_IMG_0005_fly.jpg,36d57da1d255aa6c3a509b5a8aaa7f61,Gamboa,fly,FALSE
-Cerro_azul_IMG_0038_moth.jpg,bfac2fd4bcf23324e344c147e5f334f6,Cerro azul,moth,FALSE
-Gamboa_IMG_0051_wasp.jpg,c047aba5ffd6a7ad407126839adf5a2a,Gamboa,wasp,FALSE
-Gamboa_IMG_0003_moth.jpg,3793df1d8ffaa44355a0b4ac7da0add2,Gamboa,moth,FALSE
-Gamboa_IMG_0002_moth.jpg,1eb52ab09bee90d00a3f833868b9f855,Gamboa,moth,FALSE
-Fortuna_IMG_0036_moth.jpg,408c99955757783d929c14a0e043096f,Fortuna,moth,FALSE
-Gamboa_IMG_0019_wasp.jpg,cc23806f96bdb607df72cf5994762573,Gamboa,wasp,FALSE
-Fortuna_IMG_0013_wasp.jpg,34944616e969a444f2d49a498d221c10,Fortuna,wasp,FALSE
-Gamboa_IMG_0026_wasp.jpg,487fa4758b4c8efdfaf49a98f890464b,Gamboa,wasp,FALSE
-Gamboa_IMG_0041_moth.jpg,ed3d8db922cda2c02341bf4ac0864565,Gamboa,moth,FALSE
-Fortuna_IMG_0011_1_fly.jpg,79647c9f26def9e36bb2008739a1416b,Fortuna,fly,FALSE
-Gamboa_IMG_0013_wasp.jpg,88ae25118803f7a3b5d91c2aa7e6b23c,Gamboa,wasp,FALSE
-Gamboa_IMG_0012_wasp.jpg,8be7aa52125f8aa14b993eaa50ef0bdf,Gamboa,wasp,FALSE
-Gamboa_IMG_0009_moth.jpg,ed18315a127c210dc06c02420329edbd,Gamboa,moth,FALSE
-Gamboa_IMG_0008_moth.jpg,8387f712d0c8e9ed9d805c670c73870a,Gamboa,moth,FALSE
-Fortuna_IMG_0031_fly.jpg,fe2334208994c3a74feb52f5b36ad71b,Fortuna,fly,FALSE
-BCI_IMG_0001_moth.jpg,2c8d06e68c3991ebec5270fb66717d98,BCI,moth,FALSE
-Fortuna_IMG_0003_moth.jpg,d486b29c5a5a89cba48667b3f80acf04,Fortuna,moth,FALSE
-Fortuna_IMG_0051_wasp.jpg,bb4bd9d245ddae2ff2da2a3f5575c973,Fortuna,wasp,FALSE
-Gamboa_IMG_0006_fly.jpg,10c6735afed6e41e89b730a50d758c9b,Gamboa,fly,FALSE
-Gamboa_IMG_0014_moth.jpg,b50515e84890ca3c6160402606331a21,Gamboa,moth,FALSE
-Gamboa_IMG_0015_moth.jpg,861b50de55216be4db05fd690d2b99ee,Gamboa,moth,FALSE
-Gamboa_IMG_0030_wasp.jpg,4fa0f3e12516018461561e263aba07e9,Gamboa,wasp,FALSE
-Cerro_azul_IMG_0039_wasp.jpg,f5b2266752ec38bfe4acb285d6be3b10,Cerro azul,wasp,FALSE
-Gamboa_IMG_0031_wasp.jpg,f48e061e5fbb168f637fc979ac280c50,Gamboa,wasp,FALSE
-Fortuna_IMG_0030_wasp.jpg,2470add6ca46aae9dbd26ef08ab0c736,Fortuna,wasp,FALSE
-Gamboa_IMG_0004_wasp.jpg,b9c142302386f27062821d58a90db49f,Gamboa,wasp,FALSE
-Fortuna_IMG_0047_wasp.jpg,c17a256e4b9fa46b92ffd0ee465c96fb,Fortuna,wasp,FALSE
-Gamboa_IMG_0020_moth.jpg,04bd78d357d34e48f35a6fa39bb570ee,Gamboa,moth,FALSE
-Gamboa_IMG_0021_moth.jpg,df8340ba63bb35419c031039a90ddfe1,Gamboa,moth,FALSE
-Fortuna_IMG_0015_moth.jpg,62ed46d16fcbedf6c22d67a981d664c5,Fortuna,moth,FALSE
-BCI_IMG_0017_moth.jpg,632d514b27a1bd460b8c2bb38018557c,BCI,moth,FALSE
-Gamboa_IMG_0017_wasp.jpg,db24893ab13bfee5653c0d78be2c833a,Gamboa,wasp,FALSE
-Gamboa_IMG_0016_wasp.jpg,65d49022407e98f6604ce48fcd187c8c,Gamboa,wasp,FALSE
-Fortuna_IMG_0022_wasp.jpg,6e8e74b348ca8c63440b34496133234e,Fortuna,wasp,FALSE
-Gamboa_IMG_00050_wasp.jpg,65dc33b118da032b2934a1bc1692a793,Gamboa,wasp,FALSE
-Gamboa_IMG_00051_wasp.jpg,cbe9465bc48ee816cacc0a4a3053196d,Gamboa,wasp,FALSE
-Gamboa_IMG_0029_wasp.jpg,6387a965a70dbc77bcca55aec04703d6,Gamboa,wasp,FALSE
-Gamboa_IMG_0028_wasp.jpg,848e22317b95c4fa815520364a0033fc,Gamboa,wasp,FALSE
-BCI_IMG_0005_moth.jpg,e91b69e796beaa836b6e0512c5607b85,BCI,moth,FALSE
-Gamboa_IMG_0032_moth.jpg,45ca06c362251d8105397ed60e3f3287,Gamboa,moth,FALSE
-Gamboa_IMG_0010_1_moth.jpg,e2bdc94bc0a3da339c61d308015b2fb0,Gamboa,moth,FALSE
-Gamboa_IMG_0007_moth.jpg,927b711f41c17093eaf5125ee1de65d5,Gamboa,moth,FALSE
-Gamboa_IMG_0006_moth.jpg,aad707e29c454ea156880eac737e3950,Gamboa,moth,FALSE
-Fortuna_IMG_0029_wasp.jpg,5d9c9855f738b3f9cdcdbbb051eb913b,Fortuna,wasp,FALSE
-Gamboa_IMG_0023_wasp.jpg,635159e4da328b0bc80270ccf5190e2f,Gamboa,wasp,FALSE
-Cerro_azul_IMG_0013_moth.jpg,4b8710eb13d8ca9f476b6cec28360f03,Cerro azul,moth,FALSE
-Gamboa_IMG_0049_wasp.jpg,8695aad686c550b9dc9fb16fa90668e9,Gamboa,wasp,FALSE
-Fortuna_IMG_0035_wasp.jpg,f107e46ebc6568335bda79eb8c2682c6,Fortuna,wasp,FALSE
-Gamboa_IMG_0024_moth.jpg,7c8a83fbd2bdd05d62535b88dace7558,Gamboa,moth,FALSE
-Fortuna_IMG_0046_fly.jpg,8eadd58b2d5ac4095bfa1d137ea8e1e9,Fortuna,fly,FALSE
-Fortuna_IMG_0011_moth.jpg,254aa74e861b5abb28b82f265e1f8eb9,Fortuna,moth,FALSE
-BCI_IMG_0013_moth.jpg,3939f21ec98b9efee20a637cd4a7e53e,BCI,moth,FALSE
-BCI_IMG_0009_1_moth.jpg,964ecaf8ff346364f6ce1cd32a90c2dd,BCI,moth,FALSE
-Gamboa_IMG_0010_moth.jpg,d4ed5b2fcde786fe4d0d0b59fcfa2603,Gamboa,moth,FALSE
-Gamboa_IMG_0011_moth.jpg,88e98906369687a725d24fadd3567814,Gamboa,moth,FALSE
-Fortuna_IMG_0048_wasp.jpg,92272d7c51eddbb07a51a21e18e86a6a,Fortuna,wasp,FALSE
-Fortuna_IMG_0028_moth.jpg,9dd00a86070228b5e27f4462e9d8dce4,Fortuna,moth,FALSE
-Fortuna_IMG_0033_wasp.jpg,02351d441df4df427ba5ea58ada73525,Fortuna,wasp,FALSE
-Gamboa_IMG_0012_1_moth.jpg,44e44b6d5b9394198e8fdc52a08bfd84,Gamboa,moth,FALSE
-Fortuna_IMG_0045_wasp.jpg,5ca27b1fb228b118829c695b3fd1a535,Fortuna,wasp,FALSE
-Gamboa_IMG_0022_moth.jpg,bb8e4f6eb6f4f5f1ba8206927e196f01,Gamboa,moth,FALSE
-Gamboa_IMG_0038_wasp.jpg,787edb72a262e5f92e441434caf4acaf,Gamboa,wasp,FALSE
-Gamboa_IMG_0016_moth.jpg,3e6cb11cc94a56dae5dce3fcda905230,Gamboa,moth,FALSE
-Gamboa_IMG_0044_wasp.jpg,a2232743fae4e5a602ac542e91d193d4,Gamboa,wasp,FALSE
-Cerro_azul_IMG_0015_1_moth.jpg,985902e9ab842625642da18152089e00,Cerro azul,moth,FALSE
-Gamboa_IMG_0003_1_moth.jpg,e9a658f0efaf5d44fa5ccdafb66444d8,Gamboa,moth,FALSE
-Fortuna_IMG_0006_wasp.jpg,b7e0b192dec869893ffedbac405686c9,Fortuna,wasp,FALSE
-Gamboa_IMG_0043_moth.jpg,29b15b2909c25d3e3d7bb5abc1c67b61,Gamboa,moth,FALSE
-Fortuna_IMG_0024_wasp.jpg,9d5be88557286b724a8ef59850f47aff,Fortuna,wasp,FALSE
-Cerro_azul_IMG_0002_moth.jpg,fc824fcf50c92d814df15c9eb755fc3d,Cerro azul,moth,FALSE
-Fortuna_IMG_0034_moth.jpg,0b5d984519fe7fcaab56916fd7c5de16,Fortuna,moth,FALSE
-Cerro_azul_IMG_0009_moth.jpg,9e730d88294c4bbaa481011b5b81aa31,Cerro azul,moth,FALSE
-Gamboa_IMG_0001_moth.jpg,82911e1bd6ba9df01b41d21254ec7a67,Gamboa,moth,FALSE
-Fortuna_IMG_0010_wasp.jpg,9743178b84d31faa033be624085f213e,Fortuna,wasp,FALSE
-Gamboa_IMG_0025_wasp.jpg,73696986108b2c9325bc9625c0ab9e21,Gamboa,wasp,FALSE

+file_name,filename,label,location,md5,segmented
+SP_raw/Cerro_azul_IMG_0001_wasp.jpg,Cerro_azul_IMG_0001_wasp.jpg,wasp,Cerro azul,9bcc6865570800391b3a6ae7709affd1,False
+SP_raw/BCI_IMG_0014_1_moth.jpg,BCI_IMG_0014_1_moth.jpg,moth,BCI,9fa92848967b89543410ec121fce61e2,False
+SP_raw/Gamboa_IMG_0040_wasp.jpg,Gamboa_IMG_0040_wasp.jpg,wasp,Gamboa,68da0bb1433f486c86d4f21126b21fe0,False
+SP_raw/Fortuna_IMG_0027_moth.jpg,Fortuna_IMG_0027_moth.jpg,moth,Fortuna,4cd1a3dcf07b2517d191c7af627029bb,False
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mw-nobg-metadata.csv CHANGED Viewed

@@ -1,94 +1,94 @@
-filename,md5,location,label,segmented
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-Cerro_azul_IMG_0001_wasp.png,9c9f24f5ee21898b690142a95a67d3ee,Cerro azul,wasp,TRUE
-Gamboa_IMG_0012_moth.png,6178ea78afcaff0ece1be81194c3a989,Gamboa,moth,TRUE
-Fortuna_IMG_0026_moth.png,30fd2a603d5d233d2bb7d8198101169a,Fortuna,moth,TRUE
-Fortuna_IMG_0027_moth.png,4b933fdd1b7da3b71536ce1badb3d1c0,Fortuna,moth,TRUE
-Gamboa_IMG_0040_wasp.png,3ddc6b952f763d66402ed3dcc5799c74,Gamboa,wasp,TRUE
-Fortuna_IMG_0050_moth.png,06f77f0ce3976ce20840fa259de47e04,Fortuna,moth,TRUE
-Gamboa_IMG_0036_wasp.png,12f564d7ea72ac227608cf2e49b6fb94,Gamboa,wasp,TRUE
-Gamboa_IMG_0037_wasp.png,e9eace02a99d45dc9ec92ad23efa8f03,Gamboa,wasp,TRUE
-Gamboa_IMG_0018_moth.png,a6c81ef593442baa406c5816c6ed6f6f,Gamboa,moth,TRUE
-Gamboa_IMG_0019_moth.png,3f0c5ffd4cd5719c6b778708915d469d,Gamboa,moth,TRUE
-Fortuna_IMG_0037_wasp.png,1593f922a399a38f0fd061a70bb07462,Fortuna,wasp,TRUE
-Fortuna_IMG_0008_wasp.png,5f8414337695ce07a3b2ab4a33895dc1,Fortuna,wasp,TRUE
-Fortuna_IMG_0009_wasp.png,3395382a084fae459bb11ca1a36cfe12,Fortuna,wasp,TRUE
-Gamboa_IMG_0011_1_moth.png,90aee5bfca02334551f1e33fce0de849,Gamboa,moth,TRUE
-Gamboa_IMG_0021_wasp.png,4acf9eadc2b0025dbc5f0c18ca39da13,Gamboa,wasp,TRUE
-Fortuna_IMG_0014_wasp.png,ce83f1c1f500afc2d63a1c2f5adc2435,Fortuna,wasp,TRUE
-Gamboa_IMG_0020_wasp.png,92012f1d364347c7f63a9e89c5dc2c68,Gamboa,wasp,TRUE
-Gamboa_IMG_0005_fly.png,7fba0eb14b21db68b854e70053a2a61b,Gamboa,fly,TRUE
-Cerro_azul_IMG_0038_moth.png,4ce25ceba0347a469a11b248b804cfbb,Cerro azul,moth,TRUE
-Gamboa_IMG_0002_moth.png,6f9128f7bc60d655d54faf7d3775d9e2,Gamboa,moth,TRUE
-Fortuna_IMG_0036_moth.png,dafdb2c2d79fe9e8ad58fc9aae72f9f2,Fortuna,moth,TRUE
-Gamboa_IMG_0003_moth.png,675b05be98be697f7343bf476cce4234,Gamboa,moth,TRUE
-Gamboa_IMG_0051_wasp.png,6deeb681ae6389508c96aaa7c7d7cd74,Gamboa,wasp,TRUE
-Gamboa_IMG_0019_wasp.png,7151c34970033f2568a24e2b0a31edb1,Gamboa,wasp,TRUE
-Gamboa_IMG_0026_wasp.png,487301f16b096af90a8c038a527b2fc3,Gamboa,wasp,TRUE
-Fortuna_IMG_0013_wasp.png,71363947976e6b4937db9cbcdb3a64ce,Fortuna,wasp,TRUE
-Gamboa_IMG_0012_wasp.png,037db677d7d26dc64a583314d683b083,Gamboa,wasp,TRUE
-Gamboa_IMG_0013_wasp.png,19bdbae0778fbcea66c3b8ec02bba23e,Gamboa,wasp,TRUE
-Gamboa_IMG_0041_moth.png,bcd07916f703fc401b23cf004d22173c,Gamboa,moth,TRUE
-Fortuna_IMG_0011_1_fly.png,f9f12e05f5917f1a0f73512fdacac667,Fortuna,fly,TRUE
-Fortuna_IMG_0031_fly.png,bff1eaaf1fd2086150c97a0e8266db32,Fortuna,fly,TRUE
-Gamboa_IMG_0008_moth.png,b978a052b812beb7e49967dfb0bc7c0e,Gamboa,moth,TRUE
-Gamboa_IMG_0009_moth.png,96f26c0da4115a2658cf33e670e3f9a2,Gamboa,moth,TRUE
-BCI_IMG_0001_moth.png,42398385021feeb0414d18c9c2bf711e,BCI,moth,TRUE
-Fortuna_IMG_0051_wasp.png,173e131e4798481a3176e6b98d435f9d,Fortuna,wasp,TRUE
-Fortuna_IMG_0003_moth.png,edce54f15ce88eddb0bac0c47437e5e4,Fortuna,moth,TRUE
-Gamboa_IMG_0006_fly.png,1e8e8d72a9d1382d801880f707dbedeb,Gamboa,fly,TRUE
-Gamboa_IMG_0015_moth.png,ff6395104e1afcf4fd06208293dcb673,Gamboa,moth,TRUE
-Gamboa_IMG_0014_moth.png,4f4154691d61b2e59dfd07a19506119b,Gamboa,moth,TRUE
-Gamboa_IMG_0031_wasp.png,071c7ed53e8fdeebcccf757306913e5d,Gamboa,wasp,TRUE
-Gamboa_IMG_0030_wasp.png,270b3ca2e73cb956efea278ae683ae37,Gamboa,wasp,TRUE
-Cerro_azul_IMG_0039_wasp.png,2446dc08190c89f748aa6f2081349802,Cerro azul,wasp,TRUE
-Fortuna_IMG_0030_wasp.png,ea1a840536fdd7282302ead63697fd26,Fortuna,wasp,TRUE
-Gamboa_IMG_0004_wasp.png,bc4cfe3ac8b0958a845295c96ab1dd53,Gamboa,wasp,TRUE
-Gamboa_IMG_0021_moth.png,74db3a7dee5ffa742daf5df7e5a060c0,Gamboa,moth,TRUE
-Fortuna_IMG_0015_moth.png,73f10886ee5abcb35a421f95f34345e8,Fortuna,moth,TRUE
-Gamboa_IMG_0020_moth.png,17d0a9c957a6e213770eec2427f85888,Gamboa,moth,TRUE
-Fortuna_IMG_0047_wasp.png,365fee390f4166bbba6b26732df8bc7c,Fortuna,wasp,TRUE
-BCI_IMG_0017_moth.png,031d867aef81e176a3cd13167a54cc52,BCI,moth,TRUE
-Gamboa_IMG_0016_wasp.png,3540581e2ca41e7afa2eae4927ce1fa1,Gamboa,wasp,TRUE
-Fortuna_IMG_0022_wasp.png,818db58f86fc3d26ba20ae9b05ea9f70,Fortuna,wasp,TRUE
-Gamboa_IMG_0017_wasp.png,2bc09a047b717166613df4c996f95646,Gamboa,wasp,TRUE
-Gamboa_IMG_00051_wasp.png,f741a5b4a70958bbc9c14f1df4a8ea12,Gamboa,wasp,TRUE
-Gamboa_IMG_00050_wasp.png,ee0e845ee05924911a53f9c0e7e64ac1,Gamboa,wasp,TRUE
-Gamboa_IMG_0028_wasp.png,900695ba79bd152cad257fac1781470d,Gamboa,wasp,TRUE
-Gamboa_IMG_0029_wasp.png,a538e4d1cf70371fc5f088fa1778339b,Gamboa,wasp,TRUE
-BCI_IMG_0005_moth.png,c39c7555697cc16297f9f3c340632e6d,BCI,moth,TRUE
-Gamboa_IMG_0010_1_moth.png,b448cfdd9c968f99d5428b5be0c756a2,Gamboa,moth,TRUE
-Gamboa_IMG_0032_moth.png,2ef65540006c992231565dc1e94579ce,Gamboa,moth,TRUE
-Gamboa_IMG_0006_moth.png,075db5c232405658fdf12e7098ab11de,Gamboa,moth,TRUE
-Gamboa_IMG_0007_moth.png,dffe7adb80a7f3c43d6cabc99c48fc0d,Gamboa,moth,TRUE
-Fortuna_IMG_0029_wasp.png,963777b2cf8721a8e438c3a66c9083ad,Fortuna,wasp,TRUE
-Gamboa_IMG_0023_wasp.png,dfd07d067392aa6d548bd8bbb95a6a9c,Gamboa,wasp,TRUE
-Gamboa_IMG_0049_wasp.png,ede79834b446b351d56249a7efd8d88b,Gamboa,wasp,TRUE
-Cerro_azul_IMG_0013_moth.png,6e72c1686820f5df48134edcbfacacc1,Cerro azul,moth,TRUE
-Fortuna_IMG_0035_wasp.png,38181a702960588cdea0e8347a78424a,Fortuna,wasp,TRUE
-Fortuna_IMG_0011_moth.png,a218a8ed0557b0f51c624fea7cb71334,Fortuna,moth,TRUE
-Fortuna_IMG_0010_moth.png,adc4591aeeea094846f5cc83f239ebaf,Fortuna,moth,TRUE
-Gamboa_IMG_0024_moth.png,c3ed499f8294f91621641e0af8bf3d24,Gamboa,moth,TRUE
-BCI_IMG_0009_1_moth.png,5a53ab268bff26d06632db91672be67a,BCI,moth,TRUE
-BCI_IMG_0013_moth.png,e18ceeada8310083f6f2617b31754da0,BCI,moth,TRUE
-Gamboa_IMG_0011_moth.png,54f2ef2bc16b630c5fc2be5ae61b1d8b,Gamboa,moth,TRUE
-Gamboa_IMG_0010_moth.png,347bf60a92fd6521edbeb4638a9ca2b8,Gamboa,moth,TRUE
-Fortuna_IMG_0048_wasp.png,8f1b9b2003c702c37d729ed712a24a5a,Fortuna,wasp,TRUE
-Fortuna_IMG_0028_moth.png,57bca8c5e24c4bba1dfa28485808012a,Fortuna,moth,TRUE
-Gamboa_IMG_0012_1_moth.png,8049b693e3c83774923deda87ba3e8ab,Gamboa,moth,TRUE
-Fortuna_IMG_0033_wasp.png,cdc755557dfb68a8b201c10b3aced2e2,Fortuna,wasp,TRUE
-Gamboa_IMG_0022_moth.png,905a5a3411077d733410550913b67685,Gamboa,moth,TRUE
-Fortuna_IMG_0045_wasp.png,6f7f9c27ffb5dbbc4e1e0e3aa766be52,Fortuna,wasp,TRUE
-Gamboa_IMG_0038_wasp.png,9e92a44c2fd3e4f84c46af8819dd0234,Gamboa,wasp,TRUE
-Cerro_azul_IMG_0015_1_moth.png,3404ab03293c2c38a8681709bcd7d5fd,Cerro azul,moth,TRUE
-Gamboa_IMG_0044_wasp.png,9c0b29ad68aafd39b8310de590017535,Gamboa,wasp,TRUE
-Gamboa_IMG_0016_moth.png,a7dc4e4fdf04eb7f2e5aad1a3e2eb526,Gamboa,moth,TRUE
-Fortuna_IMG_0006_wasp.png,869ebd03e3d67bbafe70c56699e5db65,Fortuna,wasp,TRUE
-Gamboa_IMG_0003_1_moth.png,ef986b0954f0a35f76d96d7e6dc4b1b4,Gamboa,moth,TRUE
-Fortuna_IMG_0024_wasp.png,2fba80e341f312b630927c988f3d1b2e,Fortuna,wasp,TRUE
-Gamboa_IMG_0043_moth.png,495b8494735a5d5b08efaac33a182c5f,Gamboa,moth,TRUE
-Cerro_azul_IMG_0002_moth.png,83814e6248cae3f5517cc0af2fd100ea,Cerro azul,moth,TRUE
-Gamboa_IMG_0001_moth.png,59dd93db6c50989072a89e7dc5f30420,Gamboa,moth,TRUE
-Fortuna_IMG_0034_moth.png,e63f0d7be61f1ef74dc6ec411cfeb685,Fortuna,moth,TRUE
-Cerro_azul_IMG_0009_moth.png,8b619caef809365d3e2b2387e6a4b51c,Cerro azul,moth,TRUE
-Gamboa_IMG_0025_wasp.png,fe1f220aae29a294ad95a0a3eddd27bb,Gamboa,wasp,TRUE

+file_name,filename,label,location,md5,segmented
+SP_nobackground/BCI_IMG_0014_1_moth.png,BCI_IMG_0014_1_moth.png,moth,BCI,4ab58f49641c2526669fe9e5f18b492d,True
+SP_nobackground/Cerro_azul_IMG_0001_wasp.png,Cerro_azul_IMG_0001_wasp.png,wasp,Cerro azul,9c9f24f5ee21898b690142a95a67d3ee,True
+SP_nobackground/Gamboa_IMG_0012_moth.png,Gamboa_IMG_0012_moth.png,moth,Gamboa,6178ea78afcaff0ece1be81194c3a989,True
+SP_nobackground/Fortuna_IMG_0026_moth.png,Fortuna_IMG_0026_moth.png,moth,Fortuna,30fd2a603d5d233d2bb7d8198101169a,True
+SP_nobackground/Fortuna_IMG_0027_moth.png,Fortuna_IMG_0027_moth.png,moth,Fortuna,4b933fdd1b7da3b71536ce1badb3d1c0,True
+SP_nobackground/Gamboa_IMG_0040_wasp.png,Gamboa_IMG_0040_wasp.png,wasp,Gamboa,3ddc6b952f763d66402ed3dcc5799c74,True
+SP_nobackground/Fortuna_IMG_0050_moth.png,Fortuna_IMG_0050_moth.png,moth,Fortuna,06f77f0ce3976ce20840fa259de47e04,True
+SP_nobackground/Gamboa_IMG_0036_wasp.png,Gamboa_IMG_0036_wasp.png,wasp,Gamboa,12f564d7ea72ac227608cf2e49b6fb94,True
+SP_nobackground/Gamboa_IMG_0037_wasp.png,Gamboa_IMG_0037_wasp.png,wasp,Gamboa,e9eace02a99d45dc9ec92ad23efa8f03,True
+SP_nobackground/Gamboa_IMG_0018_moth.png,Gamboa_IMG_0018_moth.png,moth,Gamboa,a6c81ef593442baa406c5816c6ed6f6f,True
+SP_nobackground/Gamboa_IMG_0019_moth.png,Gamboa_IMG_0019_moth.png,moth,Gamboa,3f0c5ffd4cd5719c6b778708915d469d,True
+SP_nobackground/Fortuna_IMG_0037_wasp.png,Fortuna_IMG_0037_wasp.png,wasp,Fortuna,1593f922a399a38f0fd061a70bb07462,True
+SP_nobackground/Fortuna_IMG_0008_wasp.png,Fortuna_IMG_0008_wasp.png,wasp,Fortuna,5f8414337695ce07a3b2ab4a33895dc1,True
+SP_nobackground/Fortuna_IMG_0009_wasp.png,Fortuna_IMG_0009_wasp.png,wasp,Fortuna,3395382a084fae459bb11ca1a36cfe12,True
+SP_nobackground/Gamboa_IMG_0011_1_moth.png,Gamboa_IMG_0011_1_moth.png,moth,Gamboa,90aee5bfca02334551f1e33fce0de849,True
+SP_nobackground/Gamboa_IMG_0021_wasp.png,Gamboa_IMG_0021_wasp.png,wasp,Gamboa,4acf9eadc2b0025dbc5f0c18ca39da13,True
+SP_nobackground/Fortuna_IMG_0014_wasp.png,Fortuna_IMG_0014_wasp.png,wasp,Fortuna,ce83f1c1f500afc2d63a1c2f5adc2435,True
+SP_nobackground/Gamboa_IMG_0020_wasp.png,Gamboa_IMG_0020_wasp.png,wasp,Gamboa,92012f1d364347c7f63a9e89c5dc2c68,True
+SP_nobackground/Gamboa_IMG_0005_fly.png,Gamboa_IMG_0005_fly.png,fly,Gamboa,7fba0eb14b21db68b854e70053a2a61b,True
+SP_nobackground/Cerro_azul_IMG_0038_moth.png,Cerro_azul_IMG_0038_moth.png,moth,Cerro azul,4ce25ceba0347a469a11b248b804cfbb,True
+SP_nobackground/Gamboa_IMG_0002_moth.png,Gamboa_IMG_0002_moth.png,moth,Gamboa,6f9128f7bc60d655d54faf7d3775d9e2,True
+SP_nobackground/Fortuna_IMG_0036_moth.png,Fortuna_IMG_0036_moth.png,moth,Fortuna,dafdb2c2d79fe9e8ad58fc9aae72f9f2,True
+SP_nobackground/Gamboa_IMG_0003_moth.png,Gamboa_IMG_0003_moth.png,moth,Gamboa,675b05be98be697f7343bf476cce4234,True
+SP_nobackground/Gamboa_IMG_0051_wasp.png,Gamboa_IMG_0051_wasp.png,wasp,Gamboa,6deeb681ae6389508c96aaa7c7d7cd74,True
+SP_nobackground/Gamboa_IMG_0019_wasp.png,Gamboa_IMG_0019_wasp.png,wasp,Gamboa,7151c34970033f2568a24e2b0a31edb1,True
+SP_nobackground/Gamboa_IMG_0026_wasp.png,Gamboa_IMG_0026_wasp.png,wasp,Gamboa,487301f16b096af90a8c038a527b2fc3,True
+SP_nobackground/Fortuna_IMG_0013_wasp.png,Fortuna_IMG_0013_wasp.png,wasp,Fortuna,71363947976e6b4937db9cbcdb3a64ce,True
+SP_nobackground/Gamboa_IMG_0012_wasp.png,Gamboa_IMG_0012_wasp.png,wasp,Gamboa,037db677d7d26dc64a583314d683b083,True
+SP_nobackground/Gamboa_IMG_0013_wasp.png,Gamboa_IMG_0013_wasp.png,wasp,Gamboa,19bdbae0778fbcea66c3b8ec02bba23e,True
+SP_nobackground/Gamboa_IMG_0041_moth.png,Gamboa_IMG_0041_moth.png,moth,Gamboa,bcd07916f703fc401b23cf004d22173c,True
+SP_nobackground/Fortuna_IMG_0011_1_fly.png,Fortuna_IMG_0011_1_fly.png,fly,Fortuna,f9f12e05f5917f1a0f73512fdacac667,True
+SP_nobackground/Fortuna_IMG_0031_fly.png,Fortuna_IMG_0031_fly.png,fly,Fortuna,bff1eaaf1fd2086150c97a0e8266db32,True
+SP_nobackground/Gamboa_IMG_0008_moth.png,Gamboa_IMG_0008_moth.png,moth,Gamboa,b978a052b812beb7e49967dfb0bc7c0e,True
+SP_nobackground/Gamboa_IMG_0009_moth.png,Gamboa_IMG_0009_moth.png,moth,Gamboa,96f26c0da4115a2658cf33e670e3f9a2,True
+SP_nobackground/BCI_IMG_0001_moth.png,BCI_IMG_0001_moth.png,moth,BCI,42398385021feeb0414d18c9c2bf711e,True
+SP_nobackground/Fortuna_IMG_0051_wasp.png,Fortuna_IMG_0051_wasp.png,wasp,Fortuna,173e131e4798481a3176e6b98d435f9d,True
+SP_nobackground/Fortuna_IMG_0003_moth.png,Fortuna_IMG_0003_moth.png,moth,Fortuna,edce54f15ce88eddb0bac0c47437e5e4,True
+SP_nobackground/Gamboa_IMG_0006_fly.png,Gamboa_IMG_0006_fly.png,fly,Gamboa,1e8e8d72a9d1382d801880f707dbedeb,True
+SP_nobackground/Gamboa_IMG_0015_moth.png,Gamboa_IMG_0015_moth.png,moth,Gamboa,ff6395104e1afcf4fd06208293dcb673,True
+SP_nobackground/Gamboa_IMG_0014_moth.png,Gamboa_IMG_0014_moth.png,moth,Gamboa,4f4154691d61b2e59dfd07a19506119b,True
+SP_nobackground/Gamboa_IMG_0031_wasp.png,Gamboa_IMG_0031_wasp.png,wasp,Gamboa,071c7ed53e8fdeebcccf757306913e5d,True
+SP_nobackground/Gamboa_IMG_0030_wasp.png,Gamboa_IMG_0030_wasp.png,wasp,Gamboa,270b3ca2e73cb956efea278ae683ae37,True
+SP_nobackground/Cerro_azul_IMG_0039_wasp.png,Cerro_azul_IMG_0039_wasp.png,wasp,Cerro azul,2446dc08190c89f748aa6f2081349802,True
+SP_nobackground/Fortuna_IMG_0030_wasp.png,Fortuna_IMG_0030_wasp.png,wasp,Fortuna,ea1a840536fdd7282302ead63697fd26,True
+SP_nobackground/Gamboa_IMG_0004_wasp.png,Gamboa_IMG_0004_wasp.png,wasp,Gamboa,bc4cfe3ac8b0958a845295c96ab1dd53,True
+SP_nobackground/Gamboa_IMG_0021_moth.png,Gamboa_IMG_0021_moth.png,moth,Gamboa,74db3a7dee5ffa742daf5df7e5a060c0,True
+SP_nobackground/Fortuna_IMG_0015_moth.png,Fortuna_IMG_0015_moth.png,moth,Fortuna,73f10886ee5abcb35a421f95f34345e8,True
+SP_nobackground/Gamboa_IMG_0020_moth.png,Gamboa_IMG_0020_moth.png,moth,Gamboa,17d0a9c957a6e213770eec2427f85888,True
+SP_nobackground/Fortuna_IMG_0047_wasp.png,Fortuna_IMG_0047_wasp.png,wasp,Fortuna,365fee390f4166bbba6b26732df8bc7c,True
+SP_nobackground/BCI_IMG_0017_moth.png,BCI_IMG_0017_moth.png,moth,BCI,031d867aef81e176a3cd13167a54cc52,True
+SP_nobackground/Gamboa_IMG_0016_wasp.png,Gamboa_IMG_0016_wasp.png,wasp,Gamboa,3540581e2ca41e7afa2eae4927ce1fa1,True
+SP_nobackground/Fortuna_IMG_0022_wasp.png,Fortuna_IMG_0022_wasp.png,wasp,Fortuna,818db58f86fc3d26ba20ae9b05ea9f70,True
+SP_nobackground/Gamboa_IMG_0017_wasp.png,Gamboa_IMG_0017_wasp.png,wasp,Gamboa,2bc09a047b717166613df4c996f95646,True
+SP_nobackground/Gamboa_IMG_00051_wasp.png,Gamboa_IMG_00051_wasp.png,wasp,Gamboa,f741a5b4a70958bbc9c14f1df4a8ea12,True
+SP_nobackground/Gamboa_IMG_00050_wasp.png,Gamboa_IMG_00050_wasp.png,wasp,Gamboa,ee0e845ee05924911a53f9c0e7e64ac1,True
+SP_nobackground/Gamboa_IMG_0028_wasp.png,Gamboa_IMG_0028_wasp.png,wasp,Gamboa,900695ba79bd152cad257fac1781470d,True
+SP_nobackground/Gamboa_IMG_0029_wasp.png,Gamboa_IMG_0029_wasp.png,wasp,Gamboa,a538e4d1cf70371fc5f088fa1778339b,True
+SP_nobackground/BCI_IMG_0005_moth.png,BCI_IMG_0005_moth.png,moth,BCI,c39c7555697cc16297f9f3c340632e6d,True
+SP_nobackground/Gamboa_IMG_0010_1_moth.png,Gamboa_IMG_0010_1_moth.png,moth,Gamboa,b448cfdd9c968f99d5428b5be0c756a2,True
+SP_nobackground/Gamboa_IMG_0032_moth.png,Gamboa_IMG_0032_moth.png,moth,Gamboa,2ef65540006c992231565dc1e94579ce,True
+SP_nobackground/Gamboa_IMG_0006_moth.png,Gamboa_IMG_0006_moth.png,moth,Gamboa,075db5c232405658fdf12e7098ab11de,True
+SP_nobackground/Gamboa_IMG_0007_moth.png,Gamboa_IMG_0007_moth.png,moth,Gamboa,dffe7adb80a7f3c43d6cabc99c48fc0d,True
+SP_nobackground/Fortuna_IMG_0029_wasp.png,Fortuna_IMG_0029_wasp.png,wasp,Fortuna,963777b2cf8721a8e438c3a66c9083ad,True
+SP_nobackground/Gamboa_IMG_0023_wasp.png,Gamboa_IMG_0023_wasp.png,wasp,Gamboa,dfd07d067392aa6d548bd8bbb95a6a9c,True
+SP_nobackground/Gamboa_IMG_0049_wasp.png,Gamboa_IMG_0049_wasp.png,wasp,Gamboa,ede79834b446b351d56249a7efd8d88b,True
+SP_nobackground/Cerro_azul_IMG_0013_moth.png,Cerro_azul_IMG_0013_moth.png,moth,Cerro azul,6e72c1686820f5df48134edcbfacacc1,True
+SP_nobackground/Fortuna_IMG_0035_wasp.png,Fortuna_IMG_0035_wasp.png,wasp,Fortuna,38181a702960588cdea0e8347a78424a,True
+SP_nobackground/Fortuna_IMG_0011_moth.png,Fortuna_IMG_0011_moth.png,moth,Fortuna,a218a8ed0557b0f51c624fea7cb71334,True
+SP_nobackground/Fortuna_IMG_0010_moth.png,Fortuna_IMG_0010_moth.png,moth,Fortuna,adc4591aeeea094846f5cc83f239ebaf,True
+SP_nobackground/Gamboa_IMG_0024_moth.png,Gamboa_IMG_0024_moth.png,moth,Gamboa,c3ed499f8294f91621641e0af8bf3d24,True
+SP_nobackground/BCI_IMG_0009_1_moth.png,BCI_IMG_0009_1_moth.png,moth,BCI,5a53ab268bff26d06632db91672be67a,True
+SP_nobackground/BCI_IMG_0013_moth.png,BCI_IMG_0013_moth.png,moth,BCI,e18ceeada8310083f6f2617b31754da0,True
+SP_nobackground/Gamboa_IMG_0011_moth.png,Gamboa_IMG_0011_moth.png,moth,Gamboa,54f2ef2bc16b630c5fc2be5ae61b1d8b,True
+SP_nobackground/Gamboa_IMG_0010_moth.png,Gamboa_IMG_0010_moth.png,moth,Gamboa,347bf60a92fd6521edbeb4638a9ca2b8,True
+SP_nobackground/Fortuna_IMG_0048_wasp.png,Fortuna_IMG_0048_wasp.png,wasp,Fortuna,8f1b9b2003c702c37d729ed712a24a5a,True
+SP_nobackground/Fortuna_IMG_0028_moth.png,Fortuna_IMG_0028_moth.png,moth,Fortuna,57bca8c5e24c4bba1dfa28485808012a,True
+SP_nobackground/Gamboa_IMG_0012_1_moth.png,Gamboa_IMG_0012_1_moth.png,moth,Gamboa,8049b693e3c83774923deda87ba3e8ab,True
+SP_nobackground/Fortuna_IMG_0033_wasp.png,Fortuna_IMG_0033_wasp.png,wasp,Fortuna,cdc755557dfb68a8b201c10b3aced2e2,True
+SP_nobackground/Gamboa_IMG_0022_moth.png,Gamboa_IMG_0022_moth.png,moth,Gamboa,905a5a3411077d733410550913b67685,True
+SP_nobackground/Fortuna_IMG_0045_wasp.png,Fortuna_IMG_0045_wasp.png,wasp,Fortuna,6f7f9c27ffb5dbbc4e1e0e3aa766be52,True
+SP_nobackground/Gamboa_IMG_0038_wasp.png,Gamboa_IMG_0038_wasp.png,wasp,Gamboa,9e92a44c2fd3e4f84c46af8819dd0234,True
+SP_nobackground/Cerro_azul_IMG_0015_1_moth.png,Cerro_azul_IMG_0015_1_moth.png,moth,Cerro azul,3404ab03293c2c38a8681709bcd7d5fd,True
+SP_nobackground/Gamboa_IMG_0044_wasp.png,Gamboa_IMG_0044_wasp.png,wasp,Gamboa,9c0b29ad68aafd39b8310de590017535,True
+SP_nobackground/Gamboa_IMG_0016_moth.png,Gamboa_IMG_0016_moth.png,moth,Gamboa,a7dc4e4fdf04eb7f2e5aad1a3e2eb526,True
+SP_nobackground/Fortuna_IMG_0006_wasp.png,Fortuna_IMG_0006_wasp.png,wasp,Fortuna,869ebd03e3d67bbafe70c56699e5db65,True
+SP_nobackground/Gamboa_IMG_0003_1_moth.png,Gamboa_IMG_0003_1_moth.png,moth,Gamboa,ef986b0954f0a35f76d96d7e6dc4b1b4,True
+SP_nobackground/Fortuna_IMG_0024_wasp.png,Fortuna_IMG_0024_wasp.png,wasp,Fortuna,2fba80e341f312b630927c988f3d1b2e,True
+SP_nobackground/Gamboa_IMG_0043_moth.png,Gamboa_IMG_0043_moth.png,moth,Gamboa,495b8494735a5d5b08efaac33a182c5f,True
+SP_nobackground/Cerro_azul_IMG_0002_moth.png,Cerro_azul_IMG_0002_moth.png,moth,Cerro azul,83814e6248cae3f5517cc0af2fd100ea,True
+SP_nobackground/Gamboa_IMG_0001_moth.png,Gamboa_IMG_0001_moth.png,moth,Gamboa,59dd93db6c50989072a89e7dc5f30420,True
+SP_nobackground/Fortuna_IMG_0034_moth.png,Fortuna_IMG_0034_moth.png,moth,Fortuna,e63f0d7be61f1ef74dc6ec411cfeb685,True
+SP_nobackground/Cerro_azul_IMG_0009_moth.png,Cerro_azul_IMG_0009_moth.png,moth,Cerro azul,8b619caef809365d3e2b2387e6a4b51c,True
+SP_nobackground/Gamboa_IMG_0025_wasp.png,Gamboa_IMG_0025_wasp.png,wasp,Gamboa,fe1f220aae29a294ad95a0a3eddd27bb,True