Bug Quest helps farmers identify the disease a plant has, provides a description, and suggests possible pesticides or remedies. It also allows contacting an expert for more details.
- Path must not contain spaces
- Same image name cannot be uploaded twice
- Using a mobile phone with an embedded camera, user will be prompted to choose whether to upload or capture an image.
To run the application, the following python packages are required
- os
- sys
- numpy
- tensorflow
- matplotlib
- pyplot
- keras
- spaCy
- en_core_web_sm
- wikipedia
- gensim==3.8.1
- argparse
- googlesearch
- pathlib
- cv2
Alternatively, in Homepage.aspx.cs, you can get stub returns values from methods by:
- commenting line 282 and uncommenting line 283 to get dummy info and links
- commenting line 250 and uncommenting line 251 to get a diagnosis from this set:
('Apple_scab',
'Black_rot',
'Gymnosporangium',
'healthy_apple',
'Black_rot',
'Esca_Black_Measles',
'Isariopsis_Leaf_Spot',
'healthy_grape',
'Diamondback_moth',
'Leafminer',
'Mildew',
'Bacterial_spot',
'Black_mold',
'Gray_spot',
'Tomato_Late_blight',
'Healthy_Tomato',
'Powdery_mildew',
'Healthy potato',
'potato_late_blight')
absl-py 0.12.0 pypi_0 pypi
astunparse 1.6.3 pypi_0 pypi
beautifulsoup4 4.9.3 pypi_0 pypi
blis 0.7.4 pypi_0 pypi
ca-certificates 2020.10.14 0 anaconda
cached-property 1.5.2 pypi_0 pypi
cachetools 4.2.1 pypi_0 pypi
catalogue 2.0.4 pypi_0 pypi
certifi 2020.6.20 py37_0 anaconda
chardet 4.0.0 pypi_0 pypi
click 7.1.2 pypi_0 pypi
cryptography 3.4.7 pypi_0 pypi
cudatoolkit 11.0.3 h3f58a73_8 conda-forge
cudnn 8.0.5.39 hfe7f257_1 conda-forge
cycler 0.10.0 pypi_0 pypi
cymem 2.0.5 pypi_0 pypi
cython 0.29.21 pypi_0 pypi
en-core-web-sm 3.0.0 pypi_0 pypi
flatbuffers 1.12 pypi_0 pypi
gast 0.3.3 pypi_0 pypi
gensim 3.8.1 pypi_0 pypi
google 3.0.0 pypi_0 pypi
google-auth 1.29.0 pypi_0 pypi
google-auth-oauthlib 0.4.4 pypi_0 pypi
google-oauth 1.0.1 pypi_0 pypi
grpcio 1.32.0 pypi_0 pypi
h5py 2.10.0 pypi_0 pypi
idna 2.10 pypi_0 pypi
joblib 1.0.1 pyhd3eb1b0_0
keras 2.4.3 pypi_0 pypi
keras-preprocessing 1.1.2 pypi_0 pypi
kiwisolver 1.3.1 pypi_0 pypi
markdown 3.3.4 pypi_0 pypi
matplotlib 3.4.1 pypi_0 pypi
mne 0.23.0 pypi_0 pypi
murmurhash 1.0.5 pypi_0 pypi
numpy 1.19.5 pypi_0 pypi
oauthlib 3.1.0 pypi_0 pypi
opencv-python 4.5.2.52 pypi_0 pypi
openssl 1.1.1h he774522_0 anaconda
opt-einsum 3.3.0 pypi_0 pypi
pandas 1.2.4 pypi_0 pypi
pathy 0.5.2 pypi_0 pypi
pillow 8.2.0 pypi_0 pypi
pip 21.1.1 pypi_0 pypi
preshed 3.0.5 pypi_0 pypi
protobuf 3.17.0 pypi_0 pypi
pyasn1 0.4.8 pypi_0 pypi
pyasn1-modules 0.2.8 pypi_0 pypi
pydantic 1.7.4 pypi_0 pypi
pyedflib 0.1.20 pypi_0 pypi
pyopenssl 20.0.1 pypi_0 pypi
python 3.7.3 h8c8aaf0_1
python_abi 3.7 1_cp37m conda-forge
pytz 2021.1 pypi_0 pypi
pyyaml 5.4.1 pypi_0 pypi
requests 2.25.1 pypi_0 pypi
requests-oauthlib 1.3.0 pypi_0 pypi
rsa 4.7.2 pypi_0 pypi
sampen 0.0.17 pypi_0 pypi
scikit-learn 0.24.1 pypi_0 pypi
scipy 1.6.3 pypi_0 pypi
setuptools 52.0.0 py37haa95532_0
sklearn 0.0 pypi_0 pypi
smart-open 3.0.0 pypi_0 pypi
soupsieve 2.2.1 pypi_0 pypi
spacy 3.0.6 pypi_0 pypi
spacy-legacy 3.0.5 pypi_0 pypi
sqlite 3.35.4 h2bbff1b_0
srsly 2.4.1 pypi_0 pypi
tensorboard 2.4.1 pypi_0 pypi
tensorboard-plugin-wit 1.8.0 pypi_0 pypi
tensorflow-estimator 2.4.0 pypi_0 pypi
tensorflow-gpu 2.4.1 pypi_0 pypi
termcolor 1.1.0 pypi_0 pypi
thinc 8.0.3 pypi_0 pypi
threadpoolctl 2.1.0 pypi_0 pypi
tqdm 4.61.0 pypi_0 pypi
typer 0.3.2 pypi_0 pypi
typing-extensions 3.7.4.3 pypi_0 pypi
urllib3 1.26.4 pypi_0 pypi
vc 14.2 h21ff451_1
vs2015_runtime 14.27.29016 h5e58377_2
wasabi 0.8.2 pypi_0 pypi
werkzeug 2.0.1 pypi_0 pypi
wheel 0.36.2 pyhd3eb1b0_0
wikipedia 1.4.0 pypi_0 pypi
wincertstore 0.2 py37_0
wrapt 1.12.1 pypi_0 pypi
🐜 Abdelrahman ElMoghazy
🐜 Ahmed Atwan
🐜 Maryam ElOraby
🐜 Rawan Reda
🐜 Salma ElSayed
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