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GitHub / er1009 / plant-disease-detection
This project deals with the development of a basis for an artificial intelligence-based system for monitoring the condition of the cannabis plant. The goal of the system is to provide a real-time for identifying diseases/deficiencies in cannabis plants. At the core of the system are neural-network-based models, that allow monitoring on the condition of the plant using an image
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/er1009%2Fplant-disease-detection
Stars: 1
Forks: 0
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 425 KB
Dependencies:
100
Created: almost 2 years ago
Updated: 7 months ago
Last pushed: almost 2 years ago
Last synced: 3 months ago
Files
Dependencies
- altair ==4.1.0
- argon2-cffi ==20.1.0
- astor ==0.8.1
- async-generator ==1.10
- attrs ==20.2.0
- backcall ==0.2.0
- base58 ==2.0.1
- bleach ==3.2.1
- blinker ==1.4
- boto3 ==1.15.16
- botocore ==1.18.16
- cffi ==1.14.3
- chardet ==3.0.4
- click ==7.1.2
- colorama ==0.4.3
- decorator ==4.4.2
- defusedxml ==0.6.0
- entrypoints ==0.3
- enum-compat ==0.0.3
- h5py ==2.10.0
- idna ==2.10
- ipykernel ==5.3.4
- ipython ==7.18.1
- ipython-genutils ==0.2.0
- ipywidgets ==7.5.1
- jedi ==0.17.2
- jinja2 ==2.11.2
- jmespath ==0.10.0
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- nest-asyncio ==1.4.1
- notebook ==6.1.4
- numpy ==1.18.5
- packaging ==20.4
- pandas ==1.1.3
- pandocfilters ==1.4.2
- parso ==0.7.1
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- pip-chill ==1.0.0
- prometheus-client ==0.8.0
- prompt-toolkit ==3.0.7
- pyarrow ==1.0.1
- pycparser ==2.20
- pydeck ==0.5.0b1
- pygments ==2.7.1
- pyparsing ==2.4.7
- pyrsistent ==0.17.3
- python-dateutil ==2.8.1
- pytz ==2020.1
- pywin32 ==228
- pywinpty ==0.5.7
- pyzmq ==19.0.2
- requests ==2.24.0
- s3transfer ==0.3.3
- send2trash ==1.5.0
- six ==1.15.0
- streamlit ==0.68.0
- tensorflow-cpu ==2.3.1
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- testpath ==0.4.4
- toml ==0.10.1
- toolz ==0.11.1
- tornado ==6.0.4
- traitlets ==5.0.4
- tzlocal ==2.1
- urllib3 ==1.25.10
- validators ==0.18.1
- watchdog ==0.10.3
- wcwidth ==0.2.5
- webencodings ==0.5.1
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- widgetsnbextension ==3.5.1
- wrapt ==1.12.1
- Pillow ==7.2.0
- firebase *
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- requests_toolbelt ==0.9.1
- sseclient ==0.0.22
- streamlit *
- tensorflow-cpu ==2.3.0
- Pillow *
- numpy *
- opencv-python *
- torch >=1.7.1
- torchvision >=0.8.2
- tqdm *
- ttach *