Code optimization
Budget: $30 – $250 USD
I created this program for image semantic segmentation.
it is a hybrid stacked model of SVM, RF using logistic regression as a meta model.
I faced a problem regrading memory utilization (OOM).
In this project I used deep learning (CNN) for feature extraction and machine learning (SVM and RF) for classification. I need to optimize the program using Python Generator or any other method that can read my data as batches to fit into memory.
it is a hybrid stacked model of SVM, RF using logistic regression as a meta model.
I faced a problem regrading memory utilization (OOM).
In this project I used deep learning (CNN) for feature extraction and machine learning (SVM and RF) for classification. I need to optimize the program using Python Generator or any other method that can read my data as batches to fit into memory.
Related categories:
Python
Software Architecture
Machine Learning (ML)
Image Processing
Deep Learning