Omer Sarioglu's Projects
Heartbeat arrythmia detection with CNN
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
Preprocessing fMRI scans, localizing the brain area that processes faces.
CLAHE implementation on both Python and MATLAB/Octave
Fashion attribute and category prediction.
Defect Detection and Elliptical Object Localization with DenseNet-169 on subset of DAGM 2007 Defect Dataset
Power circuit with controlled dimmer
DCS and GSM band jammer circuit and hardware design
Patient Specific ECG Classification with 1D Convolution Neural Networks
Low contrast infrared image enhancement with DCGAN
HDR image reconstruction from a single exposure using deep CNNs
NLP on Hackers News with Naive Bayes algorithm
Machine learning homework solutions
Multiple machine learning models applied to micro-array gene data with t-test.
A* heuristic optimal path finding on Montreal City Crime dataset
MRI image viewer and some image processing on images
MRI image segmentation and filtering
Common MRI image processing applications. Affine and rigid transformation etc.
Neural image reconstruction from 5 channel EEG data with CGAN
Open standard for machine learning interoperability
Convert ONNX model graph to Keras model format.
PYNQ Z2 Prebuilt binaries and wheels
Official implementation of SAM-Med2D
Dataset image download tool from the web for non-commercial purposes only.
Tensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones
PyTorch to TensorFlow Lite converter
Low range wireless charger hardware design