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
corylus_colurna
acer_pseudoplatanus
tilia_americana
ilex_opaca
prunus_pensylvanica
sassafras_albidum
cercidiphyllum_japonicum
tilia_europaea
carya_ovata
paulownia_tomentosa
amelanchier_laevis
quercus_robur
prunus_yedoensis
albizia_julibrissin
liriodendron_tulipifera
salix_caroliniana
pyrus_calleryana
evodia_daniellii
malus_hupehensis
ginkgo_biloba
betula_jacqemontii
quercus_michauxii
pinus_rigida
tilia_tomentosa
chionanthus_retusus
quercus_marilandica
betula_populifolia
quercus_alba
amelanchier_arborea
magnolia_macrophylla
salix_nigra
malus_baccata
acer_griseum
syringa_reticulata
celtis_occidentalis
staphylea_trifolia
betula_alleghaniensis
betula_nigra
aesculus_pavi
magnolia_acuminata
celtis_tenuifolia
cercis_canadensis
quercus_bicolor
cladrastis_lutea
malus_coronaria
cedrus_atlantica
pinus_parviflora
pinus_cembra
prunus_subhirtella
taxodium_distichum
catalpa_speciosa
carpinus_betulus
pinus_nigra
quercus_phellos
nyssa_sylvatica
catalpa_bignonioides
castanea_dentata
chionanthus_virginicus
magnolia_denudata
ulmus_parvifolia
prunus_virginiana
magnolia_stellata
cornus_mas
cornus_florida
pinus_pungens
pinus_strobus
asimina_triloba
salix_babylonica
tsuga_canadensis
cedrus_libani
picea_abies
(...) and 48 more species.

A Tip:
The location of a tree affects its appearance and shape. Trees in woodland often have narrower crowns compared to trees in parks with lots of space around them.

For any doubt, please contact me at martinbellostudios@gmail.com.