python3 -m venv env
source env/bin/activate
pip3 install -r requirements.txt
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ImageRecognition - Illgal Mining Detection
The project focuses on detecting illegal mining activities using satellite images. A neural network is employed to label unannotated image chips with information about weather conditions and land uses. However, the challenge arises from the rare 'artisanal mine' class, representing less than 1% of the data. To overcome this hurdle, the project utilizes techniques like data augmentation and dehazing. The overall aim is to enhance environmental insights and contribute to addressing deforestation challenges globally.
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Regression
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Supervised Learning
- Lending Club Default Loan Prediction
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