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zoreanuj's Projects

cell-detr icon cell-detr

Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

dcgan icon dcgan

Generating Anime with Deep Convolutional Generative Adversarial Networks

detr_from_scratch icon detr_from_scratch

In this notebook we show a demo of DETR (Detection Transformer), with slight differences with the baseline model in the paper. We show how to define the model, load pretrained weights and visualize bounding box and class predictions.

diffusion-model-from-scratch icon diffusion-model-from-scratch

This Jupyter notebook explores the implementation of a diffusion model entirely from scratch. The notebook is designed for educational purposes, to help understand the intricacies and the mathematical foundation behind diffusion models, commonly used in generative modeling.

fashiongan icon fashiongan

This repository contains a step-by-step tutorial on building and training a Fashion Generative Adversarial Network (FashionGAN) using TensorFlow. FashionGAN is a powerful AI model that generates synthetic fashion images resembling real clothing, shoes, and accessories.

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