Tomasz Hawro's Projects
A model used to detect flower species in images coming from https://www.robots.ox.ac.uk/~vgg/data/flowers/17/index.html dataset
GAN implementation in PyTorch
Get Data for you projects with just three lines of code. Currently suppored datasets: Pascal VOC, NYUDv2, Person-Parts, DUTS
Implementation and evaluation of the most popular CNN architectures for benchmark image classification datasets, like MNIST, CIFAR10 and FashionMNIST
Influence of medical signal representation on quality of machine learning models results
Extracting pulse (heart rate) from face videos using PyTorch
AI-based Virtual Painter implemented with OpenCV and Mediapipe
PyTorch (from scratch) implementation and training of HigherHRNet.
Inference time comparison between PyTorch, ONNX and TensorRT engines
Config files for my GitHub profile.
Upload your object detection ONNX model and play with the results
PyTorch implementation of YOLOv1
PyTorch implementation of YOLOv2
Digits detection with YOLOv8 detection model and ONNX pre/post processing