Implementations of various classifiers on MNIST dataset. Both traditional machine learning and deep learning methods are included.
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Updated
May 22, 2023 - Python
Implementations of various classifiers on MNIST dataset. Both traditional machine learning and deep learning methods are included.
Retrain a pre-trained Neural Network to recognize Images
Accurate image classification powered by InceptionV3 deep learning model. Quickly classify diverse images with high precision using TensorFlow.
Deep Learning for Image Classification
It is an image classification problem involving the usage of various custom and pretrained keras models on land classification dataset containing 21 classes.
Hand-on experience in image classification by deep nerual network
boostcamp AI Tech: 이미지 분류 대회
Federated multicloud kubernetes cluster deployment using Infrastructure as Code for Image Classification
[CVPR 2019] SketchGAN: Joint Sketch Completion and Recognition with Generative Adversarial Network
Using Neural Networks on Chest Xrays to find abnormal and normal xrays to diagnose for Pulmonary Tuberculosis
Some of my Machine Learning projects
In this case study, I combine several subcategories of data not based on item color but based on item type. These types will be classified into types of clothing and shoes. The result of merging these subcategories is that there are several main categories which are divided into 5 categories, namely Dress, Pants, Shirt, Shoes, Shorts. I'm trying…
Development and implementation of various image classifiers using deep learning.
Project code for Udacity's AI Programming with Python Nanodegree program. In this project, code was developed for an image classifier built with PyTorch, then converted into command line applications: train.py, predict.py.The image classifier recognizes different species of flowers.
Image classification using deep learning models with activation map visualisation and TensorRT support
Protein localization in cell microscopy images Kaggle competition
CenOTAPH: COlour and Texture Analysis toolbox for PytHon
Deep learning basics
Image Classification with Convolutional Neural Networks in TensorFlow: Fashion Item Classifier
Deploy AutoML models for image classification on AWS Sagemaker with AutoGluon
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