Skip to content

Commit

Permalink
Merge pull request #1 from thompsonmj/patch-1
Browse files Browse the repository at this point in the history
Add butterflies field guides and bird datasets
  • Loading branch information
samuelstevens committed Apr 10, 2023
2 parents 984b2a1 + cb9d4e0 commit 2c403b5
Showing 1 changed file with 20 additions and 4 deletions.
24 changes: 20 additions & 4 deletions docs/imageomics/training-data.md
Original file line number Diff line number Diff line change
Expand Up @@ -4,9 +4,10 @@ Where can we get more training data?

1. [iNat](https://www.inaturalist.org/)
2. Field Guides
3. [LILA BC](https://lila.science/)
4. [Reddit](https://old.reddit.com/r/whatisthisanimal)
5. [Merlin](https://www.allaboutbirds.org/guide/Merlin/overview)
3. Birds
4. [LILA BC](https://lila.science/)
5. [Reddit](https://old.reddit.com/r/whatisthisanimal)
6. [Merlin](https://www.allaboutbirds.org/guide/Merlin/overview)

## iNaturalist

Expand All @@ -27,7 +28,22 @@ Many of them (for birds) should be available in PDF form.
There are two challenges:

1. Extracting images and text from PDFs, depending on whether we need OCR or if there is text embedded in the document.
2. Copyright issues.
2. Copyright issues

**Butterfly field guides:**
* [Common Butterflies of the Chicago Region](https://fieldguides.fieldmuseum.org/sites/default/files/rapid-color-guides-pdfs/butterflyguide_new.pdf)
* [Field Studies Council Butterflies guide](https://www.field-studies-council.org/shop/publications/butterflies-guide/)
* [The Complete Field Guide to Butterflies of Australia](https://www.researchgate.net/publication/283572367_The_Complete_Field_Guide_to_Butterflies_of_Australia)
* [eBMS Field Guides for butterfly Identification](https://butterfly-monitoring.net/field-guides)
* [Field Guide to the Butterflies of Sri Lanka](https://www.researchgate.net/publication/329880548_Field_Guide_to_the_Butterflies_of_Sri_Lanka)

**Heliconius:**
* [UWI's The Online Guide to the Animals of Trinidad and Tobago](https://sta.uwi.edu/fst/lifesciences/sites/default/files/lifesciences/documents/ogatt/Heliconius_melpomene%20-%20Postman%20Butterfly.pdf)

## Bird datasets
* [Avibase](https://avibase.bsc-eoc.org/avibase.jsp?lang=EN)
* [Kaggle BIRDS 515 SPECIES- IMAGE CLASSIFICATION](https://www.kaggle.com/datasets/gpiosenka/100-bird-species)
* [Birdsnap](https://paperswithcode.com/dataset/birdsnap)


## LILA BC
Expand Down

0 comments on commit 2c403b5

Please sign in to comment.