Biswajit Saha's repositories
SARS-CoV-2-detection-using-SVM-MLP-KNN-models
SARS-CoV-2 (Covid-19) detection from lung CT-scans using traditional feature extraction through application of SVM, MLP and KNN models.
Deep-Convolutional-Neural-Networks-improvisation-with-applied-Genetic-Algorithm
Performed feature extraction on pre-trained and fine-tuned Convolution Neural Networks for enhanced accuracy on dataset of BreakHis through application of novel Genetic Algorithm
Adaptive-Mix-Up
Adaptive Mix-Up for Highly Imbalanced Medical Image Classification
Classification-of-types-of-Lung-Carcinoma-using-Convolution-Neural-Networks
Three class classification of Lung Carcinoma disease through Deep Learning using GoogLeNet, VGG16, ResNet18 and DenseNet121 Convolution Neural Networks one at a time.
Numeral-Character-Recognition-using-indigenous-CNN-model
Built and implemented a CNN model from scratch using PyTorch that yields very high accuracy when trained with MNIST dataset
Segmentation-with-U-Net
Simple U-Net encoder decoder assembly to generate binary masks
Sentiment-Analysis-with-Amazon-Reviews
NLP based end-to-end framework for sentiment analysis of amazon reviews scraped from web