Projects
Recent Projects
These are some of the case studies that were achieved by Canspirit team.
Base OCR
Text based detection from Images
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- Python {Natural Language Processing – BERT entity extraction method}.
- Ubiai tool to augment data
- Tensorflow-2.0, Keras-api to extract textual data
- Python libraries – Pillow to read images, tesseract, EasyOCR
- Poppler – To convert pdf to image
- Python Framework – Flask {For deployment}
Finance
Predictive Analytics for Bank Loan Default
Loan Distribution was a principal offering of the Bank. The major earnings of the Bank come from Loans disbursed and the interest earned. The Bank offered personal and company loans. The Bank wanted to reduce the credit risk and the defaults in loan repayment.
- R
- R Studio
- dplyr for data preprocessing
Finance
Predictive Analytics for Bank Loan Default
Loan Distribution was a principal offering of the Bank. The major earnings of the Bank come from Loans disbursed and the interest earned. The Bank offered personal and company loans. The Bank wanted to reduce the credit risk and the defaults in loan repayment.
- Python
- Pandas, Numpy
- Pandas for data preprocessing