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1. Microservices-architecture-using-Docker-for-Image-classification-with-CNN Microservices-architecture-using-Docker-for-Image-classification-with-CNN Public

   This project develops a solution that can automatically classify images into over 1000 different categories using a Convolutional Neural Network (CNN) implemented in Tensorflow. Our solution consis…

   Python 4

2. GBManalizer GBManalizer Public

   This is an algorithm developed in Matlab to perform fully automatic segmentation of human Glioblastoma multiforme in Magnetic Resonance images. Pre-processed T1, T1C, T2 and Flair MRI modalities ar…

   MATLAB 3

3. GBManalizerApp GBManalizerApp Public

   Glioblastoma multiforme (GBM) is an aggressive brain tumor with a poor prognosis and high recurrence rate. GBManalizer, a Windows application, is introduced to automatically segment GBM and its com…

   MATLAB 3 1

4. Redis_producer-consumer_example Redis_producer-consumer_example Public

   You can see this code example to understand how to use Redis message queue and hash table to communicate two services.

   Jupyter Notebook 2

5. Vehicle-classification-from-images Vehicle-classification-from-images Public

   This is a Multi-class Classification task: we want to predict, given a picture of a vehicle, which of the possible 25 classes is the correct vehicle make-model.

   Jupyter Notebook 2

6. Sentiment-Analysis-on-Movies-Reviews Sentiment-Analysis-on-Movies-Reviews Public

   This is a NLP project. Basically, this is a sentiment analysis problem, in this case, consisting of a classification problem, where the possible output labels are: `positive` and `negative`. Which …

   Jupyter Notebook 2