We're currently in the top 5 📈 #kaggle https://t.co/GPlqwlbWvJ
H&E histopathological staining appearance augmentation for digital pathology. This is adapted from H&E normalization of Schaugf and Mitkovetta. https://t.co/sUc8ASc3HE
#digitalpathology #fastai
I won a Kaggle Swag prize with the top voted kernel in histopathologic cancer detection. Thanks to @kaggle, @fastdotai, and all who voted! I learned a great deal from that competition. https://t.co/67JtlLdz8U
Santa has an NP-hard optimization problem. https://t.co/pIpgygKJkm
Published a tutorial of an ML pipeline for detecting metastatic cancer. #fastai https://t.co/67JtlLdz8U
Ever wanted to add object detection to your videos? Here's a Python script for that. https://t.co/3PGCsgqPhH #TensorFlow #python
About
Hi, I'm Joni and I design and build computer vision software. The fields of machine learning and computer vision are rapidly advancing and I like to learn and try out the latest trends.
My experience ranges from imaging to computer vision and UI/UX development. I mainly use Java for Android, Swift for iOS and .NET for Windows. I have a background in biotechnical research and most of my work has been designed for image analysis and quality control of manufacturing processes. Currently, I implement and combine novel vision technologies to develop innovative software products.
I'm looking for opportunities where I can further improve my skills and where I can apply my previously gained experience.
PROGRAMMING
Python, Java, Swift, Kotlin, VB.NET, C#
Computer vision
Object recognition, photogrammetry, image stitching, segmentation, OpenCV
Machine learning
Fast.ai, PyTorch, Keras, object detection, instance segmentation, GANs
QitVision
