Diabetic Retinopathy Feature Extraction and Binary Diagnosis

Detection of Bone Joints using Deep Learning

HPO tool with a modular API that allows for the easy interfacing of a new Optimizer and a new Benchmark

Interfaces HPO Optimizers from different libraries with Machine Learning models and datasets for benchmarking and comparative analysis.

Finding heuristics to determine when refitting is required

Completed code for exercises of the Deep Learning Lab (SS 2023) @ The University of Freiburg.

PyTorch implementation of 3DQD with modifications (Deep Learning Lab - Uni Freiburg)

Visualizing the ShapeNet dataset

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Baseline Autoencoder based Denoiser with symmetric skip connections

Particle Swarm Optimization simulated in Python

Repo with boilerplate code for MLPs, DNN, CNN, RNN, LSTM and Attention Transformer

Binary Diagnosis of Diabetic Retinopathy using Deep CNN

Extraction of colour blocks from colour palette using Image Processing

Neural Style Transfer preserving the colours in the original image

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Encoder-Decoder model based image denoiser written in Python and tf.keras

A complete LinkedList repository written in CPP