'Kivy app crashes on android with error module not found sklearn
I have made simple machine learning app which predicts crop for soil report inputs . It works totally fine on windows but however when converted to apk using bulldozer tool with all required requirements it crashes with logcat error module not found sklearn , I have added sklearn in requirements of buildozer.spec file
Python code*
class SoilTest(Screen):
location = ObjectProperty()
nitrogen = ObjectProperty()
phosphorus = ObjectProperty()
potassium = ObjectProperty()
rain_fall = ObjectProperty()
ph = ObjectProperty()
temp = ObjectProperty()
humidity = ObjectProperty()
def submit_result(self):
global humi
humi=self.humidity.text
o=open("loc.csv","+a")
p = o.write(humi)
humi = float(humi)
global tem
tem=self.temp.text
p = o.write("\t")
p = o.write(tem)
tem=float(tem)
global p_h
p_h = self.ph.text
p = o.write("\t")
p = o.write(p_h)
p_h=float(p_h)
global fall
fall = self.rain_fall.text
p = o.write("\t")
p = o.write(fall)
fall=float(fall)
global pota
pota = self.potassium.text
p = o.write("\t")
p = o.write(pota)
pota=float(pota)
global phos
phos = self.phosphorus.text
p = o.write("\t")
p = o.write(phos)
phos=float(phos)
loc = self.location.text
data1 = o.write(loc)
global nitro
nitro = self.nitrogen.text
n = o.write('\t')
n = o.write(nitro)
nitro=float(nitro)
o.close()
def recommand(self):
x = [[nitro,phos,pota,tem,humi,p_h,fall]]
y_pred = mode.predict(x);
global cropi
cropi=(crop_name[y_pred[0]])
cropi=str(cropi)
print(cropi)
Kivy Code
<SoilTest>:
name:'soiltest'
location: loc
nitrogen: nitro
phosphorus: phosp
potassium: pota
rain_fall: rain
ph: pih
temp: temper
humidity: humi
BoxLayout:
orientation:'vertical'
MDTextField:
id: loc
hint_text:"Enter Location"
helper_text:"parameters"
icon_right:'android'
helper_text_mode:"on_focus"
icon_right_color: app.theme_cls.primary_color
pos_hint:{"center_x":0.5,"center_y":0.9}
size_hint_x:None
width:300
MDTextField:
id: nitro
hint_text:"Enter Nitrogen"
helper_text:"parameters"
icon_right:'android'
helper_text_mode:"on_focus"
icon_right_color: app.theme_cls.primary_color
pos_hint:{"center_x":0.5,"center_y":0.8}
size_hint_x:None
width:300
MDTextField:
id: phosp
hint_text:"Enter Phosphorus"
helper_text:"parameters"
icon_right:'android'
helper_text_mode:"on_focus"
icon_right_color: app.theme_cls.primary_color
pos_hint:{"center_x":0.5,"center_y":0.7}
size_hint_x:None
width:300
MDTextField:
id: pota
hint_text:"Enter Potasium"
helper_text:"parameters"
icon_right:'android'
helper_text_mode:"on_focus"
icon_right_color: app.theme_cls.primary_color
pos_hint:{"center_x":0.5,"center_y":0.6}
size_hint_x:None
width:300
MDTextField:
id: rain
hint_text:"Enter Rain_fall"
helper_text:"parameters"
icon_right:'android'
helper_text_mode:"on_focus"
icon_right_color: app.theme_cls.primary_color
pos_hint:{"center_x":0.5,"center_y":0.5}
size_hint_x:None
width:300
MDTextField:
id: pih
hint_text:"Enter PH of soil"
helper_text:"parameters"
icon_right:'android'
helper_text_mode:"on_focus"
icon_right_color: app.theme_cls.primary_color
pos_hint:{"center_x":0.5,"center_y":0.4}
size_hint_x:None
width:300
MDTextField:
id: temper
hint_text:"Enter Temprature"
helper_text:"parameters"
icon_right:'android'
helper_text_mode:"on_focus"
icon_right_color: app.theme_cls.primary_color
pos_hint:{"center_x":0.5,"center_y":0.3}
size_hint_x:None
width:300
MDTextField:
id: humi
hint_text:"Enter Humidity"
helper_text:"parameters"
icon_right:'android'
helper_text_mode:"on_focus"
icon_right_color: app.theme_cls.primary_color
pos_hint:{"center_x":0.5,"center_y":0.2}
size_hint_x:None
width:300
# BoxLayout:
# orientation:'vertical'
BoxLayout:
orientation:'horizontal'
MDFillRoundFlatButton:
text:"Submit"
pos_hint:{"center_x":.4,"center_y":.4}
size_hint_x:None
on_release:
root.submit_result()
root.recommand()
# (nitro,phosp,pota,temper,humi,pih,rain)
app.root.current='result'
BoxLayout:
orientation:'horizontal'
MDFillRoundFlatButton:
text:"Back"
pos_hint:{"center_x":.4,"center_y":.4}
size_hint_x:None
on_release:
app.root.current='first'
Here is the images of app logcat Logcat
Here are some ss of app with submit button after pressing this it crashes on android but works fine on windows
Predicted crop by app crop
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
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