CNN for Synovitis Segmentation in MRI
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Updated
Jan 8, 2018 - Python
CNN for Synovitis Segmentation in MRI
This was my research project at IIT Bombay on Lung Segmentation from Chest X-Rays Images
string similarity based on Dice's coefficient in go
Finds degree of similarity between two strings, based on Dice's Coefficient and Levenshtein Distance.
Semantic Segmentation with FCN Autoencoders
Cloud Type Detection with Segmentation using CNN (Segmentation Models)
This Repo is for implementation of 3D unet in Tensorflow 2.0v
Report various statistics stemming from a confusion matrix in a tidy fashion. 🎯
Use of state of the art Convolutional neural network architectures including 3D UNet, 3D VNet and 2D UNets for Brain Tumor Segmentation and using segmented image features for Survival Prediction of patients through deep neural networks.
Natural Language Processing (classification and machine translation) codes and analysis done for the year long practicum in Dublin City University (2019-20)
Imaging Coursework: Non-Deep-Learning Segmentation of Pap Smear Images
Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models
Face detection using convolutional neural networks
An image segmentation project using PyTorch to segment the Left Atrium in 3D Late gadolinium enhanced - cardiac MR images of the human heart.
A routine for assigning spam probability to a given set of text messages by comparing each text to the rest of the corpus, checking the frequency of spam and non-spam messages in the corpus. The probability is ranged from 0 to 1, where 0 is no spam and 1 is certain spam.
Image Segmentation using U-Net, U-Net with skip connections and M-Net architectures
A fuzzy matching string distance library for Scala and Java that includes Levenshtein distance, Jaro distance, Jaro-Winkler distance, Dice coefficient, N-Gram similarity, Cosine similarity, Jaccard similarity, Longest common subsequence, Hamming distance, and more..
U-Net from Scratch for Brain Tumor Segmentation
The Dice Coefficient Is Scale Sensitive, Mathematical Proof.
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