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Doğu İlmak's Projects

t-shirt-k-means-clustering icon t-shirt-k-means-clustering

The aim of this study is to cluster the t-shirts produced with the same type of fabric according to their weight and area (m²) values.

temp-forecast-rnn icon temp-forecast-rnn

Enhance Turkey's weather forecasting with RNNs for precise climate insights and informed decision-making.

text-analysis-tf-idf icon text-analysis-tf-idf

Text Analysis and Information Retrieval with TF-IDF provides tools for TF-IDF vectorization, Bayesian probabilistic retrieval, word frequency analysis, and inner product scoring for information retrieval.

toxic-tweet-analysis icon toxic-tweet-analysis

With PAC and XGBoost classifiers, two models have been developed to predict toxic or non-toxic tweets.

web-page-for-sony-headphones icon web-page-for-sony-headphones

In this project, a responsive web page was created for 4 different devices. The web page has been developed to be compatible with 1920, 1366, 10 inc Samsung Galaxy Tab and iPhone X, XS and 11 Pro models.

wheel-detection icon wheel-detection

The aim of this project is to create a tire detection model. In the creation of this object detection model, ResNet50 and Object Detection API have been used.

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