hewramanwaran Goto Github PK

3rd-place-kaggle-siim-isic-melanoma-classification

Kaggle SIIM-ISIC melanoma classification: 3rd place solution overview

a-journey-into-convolutional-neural-network-visualization-

A journey into Convolutional Neural Network visualization

adversarial-image-detection-prior-to-melanoma-classification

agree-to-disagree

Supporting repository for the WACV 2022 paper Agree to Disagree: When Deep Learning Models With Identical Architectures Produce Distinct Explanations

ai-dermatologist-e16

Convolutional Neural Network for melanoma classification

algorithms

Short explanations and implementations of different algorithms in multiple languages

appliednlpmaterial

This is the repo for the online course "Applied NLP"

asclepius-ai-api

Asclepius AI is a webapp for skin cancer classification using SVM as its model. This webapp achieve 92% recall for Melanoma and 78% accuracy in overall (melanoma, BCC, SCC)

automated-melanoma-classification

Classifying skin-lesions to be either malign or benign with convolutional neural networks.

automatic-classification-of-skin-lesions-melanoma-detection

This work uses the database of the ISIC Challenge 2017: Skin Lesion Analysis Towards Melanoma Detection.

automatic-diagnosis-of-skin-disease-detection-using-image-processing-and-machine-learning-e25

Basal Cell Carcinoma (BCC), Benign Keratosis-like Lesions (BKL),

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-xai-evaluation

Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems

axai

Install package containing complete XAI (Explainability) libraries including: LIME, SHAP, Gaussian NB, Partial Dependence Plots and Morris Sensitivity Analysis. Useful for explainable AI projects, reducing the time for multiple installations and the chance of missing an explainability model that may work.

biodata-app-dc

melanoma classification app

breastcancerprediction_azure

cat-and-dog-classification

chicken-farm

A VR game made in Unity

cindy-s-bad-luck-bls-vr

Learn in a fun way the first aid maneuvers by playing with Cindy's Bad Luck - a Basic Life Support VR game, developed using Unity for Oculus Quest 2

clahe

CLAHE (Contrast Limited Adaptive Histogram Equalization)

cnn_melanoma_classification_from_scratch_keras-e10

Training a CNN from scratch for melanoma detection using Keras

cnn_melanoma_classification_from_scratch_with_data_augmentation_keras-e17b

Training a CNN from scratch with data augmentation for melanoma detection using Keras

cnn_melanoma_classification_transfer_learning_keras

This code enables you to train a Convolutional Neural Network (CNN) using a pretrained model (transfer learning) using Keras

collembola_ai

CollembolAI, a macrophotography and computer-vision workflow to digitize and characterize samples of soil invertebrates communities preserved in fluid.

computer-vision-machine-learning-e17-dc

Melanoma Classification and Machine learning done over car scratches

convolutional-neural-networks-xr

cs-video-courses

List of Computer Science courses with video lectures.

cs231

Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

cs231n

CS231n Assignments Solutions - Spring 2020

csinva.github.io

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.