- Training, Validation nd Test Sets
DEEP LEARNING PHASE
MODEL CREATION
Figure 2: show confusion matrix - look at cancer paper by
thrun published in
nature
Table 3: show table of
results
MODEL TUNING
MODEL SAVING
MODEL INFERENCE(DEVELOPMENT)
III. DEPLOYMENT PHASE
MODEL INFERENCE(PRODUCTION)
DEPLOYMENT
Figure 3: show final
product
CONCLUSION
Although there have been many papers prototyping interesting
apllications of artificial intelligence, very few outline beginner
friendly - non domain approaches to classify species. This paper
illustrated the tools, steps and resources required to achieve this feat
with little domain knowledge of the subject. Like, the advent of
electricity in 19XX(quote edison) - it is the application of the tools
that will move humanity forward. This paper gives ecologists working
from the most advanced labs in the world to the least resourced labs
power to prototype world class classifiers for their specific subjects.
ACKNOWLEDGEMENTS
I would like to thank my advisor Dr. Melissa Pespeni and the QUEST
fellowship under grant from NSF bla bla. The figures were made using illustrations from Lucidchart.com and Amazon Web Services icons.