Deep learning project using extinct animal names & images
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Examples
Output
SplitData
data
.gitignore
0_Download Genera.R
1_Names_Load Data Functions.R
1_Names_Model Functions.R
1_Names_Run Model.R
2_Names_Chart_Functions.R
2_Names_Mkdwn.Rmd
2_Names_Run Chart.R
3_Shapes_Load Data Functions.R
4a_Pokemon_Run Model.R
4b_AnimalOrPokemon.R
4c_Plot.R
DatasaurList.csv
README.md
README.rmd

README.md

Kerasaurs

Using keras deep learning package in R to generate new prehistoric animal names from a list of existing genera.

Heavily adapted from functions written by Jonathan Nolis and JJ Allaire

Ouput

Proposed genus names from 50 iterations of modeling. From 500 samples, 312 unique names were generated, 120 were not previously named dinosaurs, pterosaurs, mosasaurs, ichthyosaurs, or plesiosaurs.

kerasaur
Acrosaurus
Agadirichuanus
Agudisaurus
Ahselosaurus
Aigayosaurus
Aleonosaurus
Aleosaurus
Alioraptor
Almotyneus
Ampesaurus
Amphicoeliason
Amphicoeliasuchus
Amposaurus
Ampylodon
Andarognathus
Angustinaasaurus
Angustinadactylus
Angustinalopelta
Angustinaraptor
Angustinaurusaurus
Angustrodon
Angutsurrasaurus
Ankelopus
Anthrovenator
Appalachia
Aprosaurus
Brasileodon
Brovisaurus
Caenyonychus
Chalarasaurus
Changyhasaurus
Changyhuanosaurus
Chinlongiansaurus
Chissaurus
Chuanxingosaurus
Cryosaurus
Cryptodracon
Danjangaxipon
Datongloni
Deinorhyrosaurus
Dongyuansaurus
Doreinosaurus
Edetresaurus
Egliusaurus
Elambosaurus
Elpiniachar
Eochrosaurus
Eohramnosaurus
Eoplophosaurus
Eoplophososaurus
Eoplophososuchus
Eosikmosaurus
Eotrachodontoveiatr
Eotrachodontoveiaur
Erectophus
Eretmodoniscus
Frenguelasaurus
Gigantospenator
Hualengia
Huanghestes
Huanghetiumes
Indasaurus
Ischiroceratops
Lamelasaurus
Leopellosaurus
Leptocreosaurus
Leptoctes
Leptonodracom
Leptorhynchus
Liraonosaurus
Lonagnia
Machigosaurus
Macrotrachelophus
Macrotrachelos
Macrotrauros
Matrydosaurus
Mawpawia
Metroteracops
Microtaraus
Minotauraptor
Modocephalosaurus
Mollesosaurus
Mortosaurus
Neomosaurus
Neosauroides
Olodontophus
Ornithocheirosaurus
Orognathus
Orthomia
Palaeorus
Paralotitan
Pararhaboceratops
Piatnirzkyhalosauru
Piteyullosaurus
Procerophohyous
Prochenectesuc
Protachianosaurus
Protobosaurus
Ramaleosaurus
Saeriavisaurus
Sanjianggia
Santanius
Sanusaurus
Secelnosaurus
Segiraceratops
Selessachus
Siamodontoleusis
Silisaurus
Spiaodontosaurus
Struthiomimosaurus
Tanyctorhynomus
Tarasaurus
Teintaisaurus
Teratophosaurus
Thalassodracom
Trimalasaurus
Ugrunaalassaurus
Yixianonsaurus
Yixianosuchus
Zhuchengopterus

Input data