Tree Identification -TreeID AI

Identify your tree using a photo of one leaf. This app uses artificial intelligence. The usability is very straight forward: wave the phone in front of the leaf of the tree and the app will tell you the tree name.
This app allows the opportunity to use computer vision techniques to know the tree species. It is used artificial intelligence using two different models. The final result depends on the better score of the two models, it means it is used the best of the two models options. The models are from CreateML and from Turicreate which is a convolutional network.

This app has also an option to report an image that couldn’t be recognised. If that is the case, it is automated that you can report it immediately by email to the author. So it guarantees that the database will be improving constantly.

The intended purpose of this app is help to identify the trees, while you enjoy . Spending time in nature is one of the best feelings in the world. Nature revives our energy and inner spirit and can teach us major lessons if we are willing to observe and understand. Getting in tune with it can help optimize our immunity and ultimately our wellbeing.

A huge image database (thousand of images) has been used to get the maximum accuracy for each tree, with more than 180 species which are:
acer_palmatum
acer_negundo
acer_saccharinum
malus_pumila
quercus_shumardii
juglans_nigra
acer_rubrum
phellodendron_amurense
aesculus_hippocastamon
quercus_coccinea
morus_rubra
ailanthus_altissima
carya_cordiformis
koelreuteria_paniculata
broussonettia_papyrifera
juglans_cinerea
chamaecyparis_pisifera
quercus_cerris
robinia_pseudo-acacia
gymnocladus_dioicus
quercus_macrocarpa
carya_glabra
chamaecyparis_thyoides
quercus_falcata
abies_concolor
platanus_acerifolia
quercus_muehlenbergii
quercus_stellata
quercus_palustris
fraxinus_americana
quercus_rubra
tilia_cordata
crataegus_pruinosa
fraxinus_pennsylvanica
acer_campestre
crataegus_phaenopyrum
populus_tremuloides
acer_pensylvanicum
crataegus_laevigata
acer_saccharum
fraxinus_nigra
populus_grandidentata
quercus_velutina
aesculus_glabra
malus_angustifolia
acer_platanoides
acer_ginnala
liquidambar_styraciflua
crataegus_viridis
juniperus_virginiana
toona_sinensis
malus_floribunda
ficus_carica
morus_alba
gleditsia_triacanthos
populus_deltoides
quercus_montana
platanus_occidentalis
prunus_serrulata
carya_tomentosa
prunus_sargentii
cory