revise common name column for balance in testing (#13)

- revise common name column for balance in testing (44f14d7f07bcfba38e4f5db14deae312e6e7c499)
- Add clarification for island subset (c5629ec54e26bf2ebb090d87cf07cf8d8c6146bd)
- Add benchmarking results from paper (2385b1af988f48468b68a69869b88957a34ee460)
- Set max size for table image and allow resize when on smaller screen (b41fa9f3669e453ade1a9ff21a79965d45773dc0)

README.md

@@ -43,6 +43,8 @@ IDLE-OO Camera Traps is a 5-dataset benchmark of camera trap images from the [La
 ### Supported Tasks and Leaderboards
 Image classification, particularly for species classification in camera trap images.
 
+<img src="https://cdn-uploads.huggingface.co/production/uploads/642dbba7c3a53b9e1d6e8726/u1zSM8gIq9Nbxa4h_knpF.png" alt="Table 7 from BioCLIP 2 paper indicating best and second best results for the various camera trap components with zero-,one-, and five-shot classification for CLIP, SigLIP, BioTrove-CLIP, BioCLIP, and BioCLIP 2. Supervised-IN21K and DINOv3 results are included for one-and five-shot classification. BioCLIP 2 has the overall best performance in all categories." style="max-width: 800px; width: 100%; height: auto;" />
+
 ### Languages
 English, Latin
 
@@ -104,15 +106,17 @@ There are 184 unique scientific names in this subset (180 by full 7-rank) of tho
 These were initially identified as image-level labeled datasets and those that are a meaningful measure of our biodiversity-focused model (e.g., includes rare species--those less-commonly seen, targeting areas with greater biodiversity). The balanced datasets for each are described below.
 
   - [Desert Lion Conservation Camera Traps](https://lila.science/datasets/desert-lion-conservation-camera-traps/)
-      - 352 images: 32 species, with 11 images per species.
+      - 352 images: 32 species, with 11 images per species; `scientific_name` was used for evalution.
   - [ENA24-detection](https://lila.science/datasets/ena24detection)
-      - 1120 images: 20 species, with 56 images per species.
+      - 1120 images: 20 species, with 56 images per species; `scientific_name` was used for evalution.
   - [Island Conservation Camera Traps](https://lila.science/datasets/island-conservation-camera-traps/)
-      - 310 images: 16 species, with 10 images per species; 33 common names, 10 images per common name for all but 4 ("rooster", "petrel", "petrel chick", and "domestic chicken"). This dataset was mostly just labeled to the family level.
+      - 310 images: 33 _common names_, with 10 images per common name; `common_name` used for evalution.
+
+        <small>**Note:** This dataset was mostly just labeled to the family level, with 16 species. The original label (from which common names are derived) had 10 images per label for all but 4 ("rooster", "petrel", "petrel chick", and "domestic chicken"). In the `common_name` column, we combine "rooster" and "domestic chicken" under "chicken" and label "petrel chick" as "petrel". The original labels are still preserved in the `original_label` column.</small>
   - [Ohio Small Animals](https://lila.science/datasets/ohio-small-animals/):
-      - 468 images: 39 species, with 12 images per species.
+      - 468 images: 39 species, with 12 images per species; `scientific_name` was used for evalution.
   - [Orinoquia Camera Traps](https://lila.science/datasets/orinoquia-camera-traps/)
-      - 336 images: 28 species, with 12 images per species.
+      - 336 images: 28 species, with 12 images per species; `scientific_name` was used for evalution.
 
 **Notes:**
  - `notebooks/lilabc_CT.ipynb` contains earlier analyses to understand the data provided by LILA BC (see commit [fe34008](https://huggingface.co/datasets/imageomics/IDLE-OO-Camera-Traps/commit/fe34008cba2ef33856291dd2d74cac21f6942cfc)).

island-balanced.csv

@@ -139,16 +139,16 @@ https://storage.googleapis.com/public-datasets-lila/islandconservationcameratrap
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20181203_232554_rcnx1625.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20181203_232554_rcnx1625.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20181203_232554_rcnx1625.jpg,Island Conservation Camera Traps : palau_cam02a_cam02a12132018_palau_cam02a12132018_20181203_232554_rcnx1625,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam02a,-1,cat,felis catus,cat,animalia,chordata,mammalia,carnivora,felidae,felis,catus,island/e009e431-72af-4614-b896-1d6199744674.png,e009e431-72af-4614-b896-1d6199744674,b362f5a417810ff733320e37b81a8496,18683b3468a45e7fa58414337fc2dc61
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam04a/cam04a12132018/palau_cam04a12132018_20180824_222105_rcnx0688.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam04a/cam04a12132018/palau_cam04a12132018_20180824_222105_rcnx0688.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam04a/cam04a12132018/palau_cam04a12132018_20180824_222105_rcnx0688.jpg,Island Conservation Camera Traps : palau_cam04a_cam04a12132018_palau_cam04a12132018_20180824_222105_rcnx0688,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam04a,-1,cat,felis catus,cat,animalia,chordata,mammalia,carnivora,felidae,felis,catus,island/c4c87af4-4b0c-46c4-ac4a-51701e095b05.png,c4c87af4-4b0c-46c4-ac4a-51701e095b05,f267739cd2ca8e47b0b3dd7977cd2fdf,298c5e0405ec00b9bf82e5ec4a67d2d7
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180827_202406_rcnx0142.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180827_202406_rcnx0142.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180827_202406_rcnx0142.jpg,Island Conservation Camera Traps : palau_cam03a_cam03a08312018_palau_cam03a08312018_20180827_202406_rcnx0142,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam03a,-1,cat,felis catus,cat,animalia,chordata,mammalia,carnivora,felidae,felis,catus,island/8132a175-1faf-4444-ac3f-469c98db826e.png,8132a175-1faf-4444-ac3f-469c98db826e,c0233e4f0144690e823c8a9d23a3b6f9,d4f0c9d88ac3f83af6c675fb0438f23e
-https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20180826_090120_rcnx0104.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20180826_090120_rcnx0104.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20180826_090120_rcnx0104.jpg,Island Conservation Camera Traps : palau_cam02a_cam02a12132018_palau_cam02a12132018_20180826_090120_rcnx0104,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam02a,-1,rooster,gallus gallus,rooster,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/f0429947-ad89-4b24-b0ac-3c097dd90b99.png,f0429947-ad89-4b24-b0ac-3c097dd90b99,6693eb9cec157c87b08e99e5f145408f,c588cc37f6bf740fc70eac202896750f
-https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam04a/cam04a12132018/palau_cam04a12132018_20181109_080652_rcnx2140.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam04a/cam04a12132018/palau_cam04a12132018_20181109_080652_rcnx2140.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam04a/cam04a12132018/palau_cam04a12132018_20181109_080652_rcnx2140.jpg,Island Conservation Camera Traps : palau_cam04a_cam04a12132018_palau_cam04a12132018_20181109_080652_rcnx2140,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam04a,-1,rooster,gallus gallus,rooster,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/636580d1-0bd7-44d6-921a-cfa6de75b615.png,636580d1-0bd7-44d6-921a-cfa6de75b615,196f6a0da84970892dfb45673d973c8f,2089cd2b7af8b64af6915525ff4b1ee5
-https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142319_rcnx0102.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142319_rcnx0102.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142319_rcnx0102.jpg,Island Conservation Camera Traps : palau_cam03a_cam03a08312018_palau_cam03a08312018_20180824_142319_rcnx0102,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam03a,-1,rooster,gallus gallus,rooster,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/5ee4be0e-56aa-4044-887b-c328edcb40f1.png,5ee4be0e-56aa-4044-887b-c328edcb40f1,1a98156b30952d657f950f7f646e36d1,f05ac64b05dc4008639c99dd9e719910
-https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20180921_065325_rcnx0320.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20180921_065325_rcnx0320.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20180921_065325_rcnx0320.jpg,Island Conservation Camera Traps : palau_cam09a_cam09a12132018_palau_cam09a12132018_20180921_065325_rcnx0320,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam09a,-1,rooster,gallus gallus,rooster,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/f8a46bf9-fefb-456a-97c4-4a7673165600.png,f8a46bf9-fefb-456a-97c4-4a7673165600,8678d510ccdfc286e2c8ff80267271dd,01455d168c698abbbeae705181430cc1
-https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20181013_110449_rcnx0938.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20181013_110449_rcnx0938.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20181013_110449_rcnx0938.jpg,Island Conservation Camera Traps : palau_cam02a_cam02a12132018_palau_cam02a12132018_20181013_110449_rcnx0938,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam02a,-1,rooster,gallus gallus,rooster,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/012ff4ff-505c-4d7f-9332-c40085691460.png,012ff4ff-505c-4d7f-9332-c40085691460,fcb7b1d9924431e81b6300aca71a406f,982974379013c92dca836fc9943a9c22
-https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181023_074706_rcnx0782.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181023_074706_rcnx0782.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181023_074706_rcnx0782.jpg,Island Conservation Camera Traps : palau_cam09a_cam09a12132018_palau_cam09a12132018_20181023_074706_rcnx0782,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam09a,-1,chicken,gallus gallus,domestic chicken,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/e42c59c0-ad4f-49a5-988a-64c6d7da0c8e.png,e42c59c0-ad4f-49a5-988a-64c6d7da0c8e,c0fda679b417e6ab63865fee584cff1f,13d35ce2f28f46ad90a71a342c5fbedc
-https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam05a/cam05a083118/palau_cam05a083118_20180822_062946_rcnx0060.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam05a/cam05a083118/palau_cam05a083118_20180822_062946_rcnx0060.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam05a/cam05a083118/palau_cam05a083118_20180822_062946_rcnx0060.jpg,Island Conservation Camera Traps : palau_cam05a_cam05a083118_palau_cam05a083118_20180822_062946_rcnx0060,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam05a,-1,rooster,gallus gallus,rooster,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/c07a4ac4-b24f-40ac-9364-10a25c06bfcb.png,c07a4ac4-b24f-40ac-9364-10a25c06bfcb,46736b5ff119906d68dc54305d96e1fb,540520ff396cb8f97c0e0e74b0d6f3a4
-https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam15a/cam15a083118/palau_cam15a083118_20180829_114759_rcnx0064.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam15a/cam15a083118/palau_cam15a083118_20180829_114759_rcnx0064.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam15a/cam15a083118/palau_cam15a083118_20180829_114759_rcnx0064.jpg,Island Conservation Camera Traps : palau_cam15a_cam15a083118_palau_cam15a083118_20180829_114759_rcnx0064,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam15a,-1,rooster,gallus gallus,rooster,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/f96004f6-d23d-4d8f-afdb-8c14d84d071c.png,f96004f6-d23d-4d8f-afdb-8c14d84d071c,b6c63d631f774b5d7e02812f8b1d3ba0,9b4823f7d889ad216aa9b3e21506ecc4
-https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142223_rcnx0083.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142223_rcnx0083.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142223_rcnx0083.jpg,Island Conservation Camera Traps : palau_cam03a_cam03a08312018_palau_cam03a08312018_20180824_142223_rcnx0083,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam03a,-1,rooster,gallus gallus,rooster,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/f04bbfbf-c7c9-48f4-8e9b-aa32854c5500.png,f04bbfbf-c7c9-48f4-8e9b-aa32854c5500,03f62290b778ae9b3c245649cac9d7cd,826b0d2d842311cc59674f00e891c711
-https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181018_081036_rcnx0703.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181018_081036_rcnx0703.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181018_081036_rcnx0703.jpg,Island Conservation Camera Traps : palau_cam09a_cam09a12132018_palau_cam09a12132018_20181018_081036_rcnx0703,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam09a,-1,rooster,gallus gallus,rooster,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/6cb8c7a4-974a-4ed1-ad62-9fdc715688f5.png,6cb8c7a4-974a-4ed1-ad62-9fdc715688f5,c7cf387060c02025204f5318ef59f575,621b40a8e08233342bcb4ac8cd8a482e
+https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20180826_090120_rcnx0104.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20180826_090120_rcnx0104.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20180826_090120_rcnx0104.jpg,Island Conservation Camera Traps : palau_cam02a_cam02a12132018_palau_cam02a12132018_20180826_090120_rcnx0104,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam02a,-1,rooster,gallus gallus,chicken,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/f0429947-ad89-4b24-b0ac-3c097dd90b99.png,f0429947-ad89-4b24-b0ac-3c097dd90b99,6693eb9cec157c87b08e99e5f145408f,c588cc37f6bf740fc70eac202896750f
+https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam04a/cam04a12132018/palau_cam04a12132018_20181109_080652_rcnx2140.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam04a/cam04a12132018/palau_cam04a12132018_20181109_080652_rcnx2140.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam04a/cam04a12132018/palau_cam04a12132018_20181109_080652_rcnx2140.jpg,Island Conservation Camera Traps : palau_cam04a_cam04a12132018_palau_cam04a12132018_20181109_080652_rcnx2140,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam04a,-1,rooster,gallus gallus,chicken,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/636580d1-0bd7-44d6-921a-cfa6de75b615.png,636580d1-0bd7-44d6-921a-cfa6de75b615,196f6a0da84970892dfb45673d973c8f,2089cd2b7af8b64af6915525ff4b1ee5
+https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142319_rcnx0102.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142319_rcnx0102.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142319_rcnx0102.jpg,Island Conservation Camera Traps : palau_cam03a_cam03a08312018_palau_cam03a08312018_20180824_142319_rcnx0102,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam03a,-1,rooster,gallus gallus,chicken,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/5ee4be0e-56aa-4044-887b-c328edcb40f1.png,5ee4be0e-56aa-4044-887b-c328edcb40f1,1a98156b30952d657f950f7f646e36d1,f05ac64b05dc4008639c99dd9e719910
+https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20180921_065325_rcnx0320.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20180921_065325_rcnx0320.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20180921_065325_rcnx0320.jpg,Island Conservation Camera Traps : palau_cam09a_cam09a12132018_palau_cam09a12132018_20180921_065325_rcnx0320,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam09a,-1,rooster,gallus gallus,chicken,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/f8a46bf9-fefb-456a-97c4-4a7673165600.png,f8a46bf9-fefb-456a-97c4-4a7673165600,8678d510ccdfc286e2c8ff80267271dd,01455d168c698abbbeae705181430cc1
+https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20181013_110449_rcnx0938.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20181013_110449_rcnx0938.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam02a/cam02a12132018/palau_cam02a12132018_20181013_110449_rcnx0938.jpg,Island Conservation Camera Traps : palau_cam02a_cam02a12132018_palau_cam02a12132018_20181013_110449_rcnx0938,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam02a,-1,rooster,gallus gallus,chicken,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/012ff4ff-505c-4d7f-9332-c40085691460.png,012ff4ff-505c-4d7f-9332-c40085691460,fcb7b1d9924431e81b6300aca71a406f,982974379013c92dca836fc9943a9c22
+https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181023_074706_rcnx0782.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181023_074706_rcnx0782.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181023_074706_rcnx0782.jpg,Island Conservation Camera Traps : palau_cam09a_cam09a12132018_palau_cam09a12132018_20181023_074706_rcnx0782,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam09a,-1,chicken,gallus gallus,chicken,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/e42c59c0-ad4f-49a5-988a-64c6d7da0c8e.png,e42c59c0-ad4f-49a5-988a-64c6d7da0c8e,c0fda679b417e6ab63865fee584cff1f,13d35ce2f28f46ad90a71a342c5fbedc
+https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam05a/cam05a083118/palau_cam05a083118_20180822_062946_rcnx0060.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam05a/cam05a083118/palau_cam05a083118_20180822_062946_rcnx0060.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam05a/cam05a083118/palau_cam05a083118_20180822_062946_rcnx0060.jpg,Island Conservation Camera Traps : palau_cam05a_cam05a083118_palau_cam05a083118_20180822_062946_rcnx0060,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam05a,-1,rooster,gallus gallus,chicken,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/c07a4ac4-b24f-40ac-9364-10a25c06bfcb.png,c07a4ac4-b24f-40ac-9364-10a25c06bfcb,46736b5ff119906d68dc54305d96e1fb,540520ff396cb8f97c0e0e74b0d6f3a4
+https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam15a/cam15a083118/palau_cam15a083118_20180829_114759_rcnx0064.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam15a/cam15a083118/palau_cam15a083118_20180829_114759_rcnx0064.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam15a/cam15a083118/palau_cam15a083118_20180829_114759_rcnx0064.jpg,Island Conservation Camera Traps : palau_cam15a_cam15a083118_palau_cam15a083118_20180829_114759_rcnx0064,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam15a,-1,rooster,gallus gallus,chicken,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/f96004f6-d23d-4d8f-afdb-8c14d84d071c.png,f96004f6-d23d-4d8f-afdb-8c14d84d071c,b6c63d631f774b5d7e02812f8b1d3ba0,9b4823f7d889ad216aa9b3e21506ecc4
+https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142223_rcnx0083.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142223_rcnx0083.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam03a/cam03a08312018/palau_cam03a08312018_20180824_142223_rcnx0083.jpg,Island Conservation Camera Traps : palau_cam03a_cam03a08312018_palau_cam03a08312018_20180824_142223_rcnx0083,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam03a,-1,rooster,gallus gallus,chicken,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/f04bbfbf-c7c9-48f4-8e9b-aa32854c5500.png,f04bbfbf-c7c9-48f4-8e9b-aa32854c5500,03f62290b778ae9b3c245649cac9d7cd,826b0d2d842311cc59674f00e891c711
+https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181018_081036_rcnx0703.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181018_081036_rcnx0703.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/palau/cam09a/cam09a12132018/palau_cam09a12132018_20181018_081036_rcnx0703.jpg,Island Conservation Camera Traps : palau_cam09a_cam09a12132018_palau_cam09a12132018_20181018_081036_rcnx0703,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : palau_cam09a,-1,rooster,gallus gallus,chicken,animalia,chordata,aves,galliformes,phasianidae,gallus,gallus,island/6cb8c7a4-974a-4ed1-ad62-9fdc715688f5.png,6cb8c7a4-974a-4ed1-ad62-9fdc715688f5,c7cf387060c02025204f5318ef59f575,621b40a8e08233342bcb4ac8cd8a482e
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_0911201325319.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_0911201325319.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_0911201325319.jpg,Island Conservation Camera Traps : chile_filipianalamatris_filipianalamatris2013_chile_filipianalamatris2013_0911201325319,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : chile_filipianalamatris,-1,storm_petrel,hydrobates pelagicus,storm petrel,animalia,chordata,aves,procellariiformes,hydrobatidae,hydrobates,pelagicus,island/27b1c530-296f-4079-a00a-8a4ec74d7334.png,27b1c530-296f-4079-a00a-8a4ec74d7334,76a02c151f1c9ad7c1701edda769bdf3,96363514f00e29c183b989a7f022c3a4
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_0911201325345.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_0911201325345.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_0911201325345.jpg,Island Conservation Camera Traps : chile_filipianalamatris_filipianalamatris2013_chile_filipianalamatris2013_0911201325345,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : chile_filipianalamatris,-1,storm_petrel,hydrobates pelagicus,storm petrel,animalia,chordata,aves,procellariiformes,hydrobatidae,hydrobates,pelagicus,island/3def2e2f-f897-4253-858b-42fd6213c96b.png,3def2e2f-f897-4253-858b-42fd6213c96b,59da14449c756b3d56dbc30e821fb0ac,ebb6a284a9ea4b7c6f6ef0401d77169e
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_0911201325346.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_0911201325346.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_0911201325346.jpg,Island Conservation Camera Traps : chile_filipianalamatris_filipianalamatris2013_chile_filipianalamatris2013_0911201325346,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : chile_filipianalamatris,-1,storm_petrel,hydrobates pelagicus,storm petrel,animalia,chordata,aves,procellariiformes,hydrobatidae,hydrobates,pelagicus,island/8d6102a5-5de4-4a04-941a-f83582d0811a.png,8d6102a5-5de4-4a04-941a-f83582d0811a,e1ec7ff4b4ae38711cc18611a0b5fb81,f697f81b9244eb91adab2bfaf541bbca
@@ -245,7 +245,7 @@ https://storage.googleapis.com/public-datasets-lila/islandconservationcameratrap
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/chile/filipiananbek/filipiananbek2013/chile_filipiananbek2013_02122013183452.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/chile/filipiananbek/filipiananbek2013/chile_filipiananbek2013_02122013183452.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/chile/filipiananbek/filipiananbek2013/chile_filipiananbek2013_02122013183452.jpg,Island Conservation Camera Traps : chile_filipiananbek_filipiananbek2013_chile_filipiananbek2013_02122013183452,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : chile_filipiananbek,-1,petrel,,petrel,animalia,chordata,aves,procellariiformes,procellariidae,,,island/a6d2fd15-89c7-46f6-a65f-aa7d844983c2.png,a6d2fd15-89c7-46f6-a65f-aa7d844983c2,3b262eda5003b0f6a5c1e600f6567503,1f47917041f02e7e1adab98fa69d2f37
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/chile/filipiananbek/filipiananbek2013/chile_filipiananbek2013_27102013134200.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/chile/filipiananbek/filipiananbek2013/chile_filipiananbek2013_27102013134200.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/chile/filipiananbek/filipiananbek2013/chile_filipiananbek2013_27102013134200.jpg,Island Conservation Camera Traps : chile_filipiananbek_filipiananbek2013_chile_filipiananbek2013_27102013134200,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : chile_filipiananbek,-1,petrel,,petrel,animalia,chordata,aves,procellariiformes,procellariidae,,,island/95ecbb2e-e15e-4251-a163-7a25a17cac95.png,95ecbb2e-e15e-4251-a163-7a25a17cac95,2fef1fc7649f92e3222cb140766570de,a21366c737dbaf2713f0e00d22c83555
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_2809201392807.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_2809201392807.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_2809201392807.jpg,Island Conservation Camera Traps : chile_filipianalamatris_filipianalamatris2013_chile_filipianalamatris2013_2809201392807,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : chile_filipianalamatris,-1,petrel,,petrel,animalia,chordata,aves,procellariiformes,procellariidae,,,island/03af363e-3348-4d2c-a7a8-c0528fe5853f.png,03af363e-3348-4d2c-a7a8-c0528fe5853f,8cdea7b8e9438ee4e6c8cb1d92d9a469,904eecb25db9a91be621d13e1e7cb059
-https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/ecuador2/ic1618/ecuador2_ic1618_20181113_043903_img_0276.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/ecuador2/ic1618/ecuador2_ic1618_20181113_043903_img_0276.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/ecuador2/ic1618/ecuador2_ic1618_20181113_043903_img_0276.jpg,Island Conservation Camera Traps : ecuador2_ic1618_ecuador2_ic1618_20181113_043903_img_0276,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : ecuador2_ic1618,-1,petrel_chick,,petrel chick,animalia,chordata,aves,procellariiformes,procellariidae,,,island/cc5938d2-4e34-43a7-a4a8-772414bdec94.png,cc5938d2-4e34-43a7-a4a8-772414bdec94,7296723aafec793522100e0f971b6d03,d5ac0d990beebddb446eec01860e4846
+https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/ecuador2/ic1618/ecuador2_ic1618_20181113_043903_img_0276.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/ecuador2/ic1618/ecuador2_ic1618_20181113_043903_img_0276.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/ecuador2/ic1618/ecuador2_ic1618_20181113_043903_img_0276.jpg,Island Conservation Camera Traps : ecuador2_ic1618_ecuador2_ic1618_20181113_043903_img_0276,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : ecuador2_ic1618,-1,petrel_chick,,petrel,animalia,chordata,aves,procellariiformes,procellariidae,,,island/cc5938d2-4e34-43a7-a4a8-772414bdec94.png,cc5938d2-4e34-43a7-a4a8-772414bdec94,7296723aafec793522100e0f971b6d03,d5ac0d990beebddb446eec01860e4846
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_10102013122614.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_10102013122614.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_10102013122614.jpg,Island Conservation Camera Traps : chile_filipianalamatris_filipianalamatris2013_chile_filipianalamatris2013_10102013122614,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : chile_filipianalamatris,-1,petrel,,petrel,animalia,chordata,aves,procellariiformes,procellariidae,,,island/c48885b2-86a9-4216-a34e-eec4868d9123.png,c48885b2-86a9-4216-a34e-eec4868d9123,dfb097941e5f54e02a61056ec686e16c,8872c0b7e7367733e0fab3029db05f7c
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_1910201392102.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_1910201392102.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_1910201392102.jpg,Island Conservation Camera Traps : chile_filipianalamatris_filipianalamatris2013_chile_filipianalamatris2013_1910201392102,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : chile_filipianalamatris,-1,petrel,,petrel,animalia,chordata,aves,procellariiformes,procellariidae,,,island/08b5ec99-c145-4020-991b-c5ed353d3816.png,08b5ec99-c145-4020-991b-c5ed353d3816,7abf699edd74ae61975377fa63f2039f,56d53af7888e3c73206f31119ad4c147
 https://storage.googleapis.com/public-datasets-lila/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_2109201381840.jpg,http://us-west-2.opendata.source.coop.s3.amazonaws.com/agentmorris/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_2109201381840.jpg,https://lilawildlife.blob.core.windows.net/lila-wildlife/islandconservationcameratraps/public/chile/filipianalamatris/filipianalamatris2013/chile_filipianalamatris2013_2109201381840.jpg,Island Conservation Camera Traps : chile_filipianalamatris_filipianalamatris2013_chile_filipianalamatris2013_2109201381840,Island Conservation Camera Traps : unknown,Island Conservation Camera Traps : chile_filipianalamatris,-1,petrel,,petrel,animalia,chordata,aves,procellariiformes,procellariidae,,,island/ea8354ce-b1cc-45a7-954b-be1f42459eaa.png,ea8354ce-b1cc-45a7-954b-be1f42459eaa,da4894937fbcb73d84f363fbcf44604d,9e82c5c163f9a427f989144e226b7089