slavabarkov / railway-infrastructure-segmentation

Railway infrastructure segmentation with Pyramid Attention Network - prizewinner of Digital Breakthrough 2022 Hackathon

Hey there! I'm Viacheslav Barkov

Feel free to contact me at [email protected]

Meanwhile, you can explore some of my personal projects:

Projects:

TIDY - Offline semantic Text-to-Image and Image-to-Image search on Android powered by vision-language pretrained CLIP model and ONNX Runtime inference engine

Competitions:

Silver medal solution in Kaggle's 2023 Stable Diffusion Image to Prompts competition: Open CLIP ViT & ConvNext, kNN-regression with BLIP-2 captions

Silver medal solution in Kaggle's 2023 IceCube - Neutrinos in Deep Ice competition: neutrino particles detection with LSTMs & GNNs ensemble on sparse time series sensor data

Silver medal solution in Kaggle's 2022 Google Universal Image Embedding competition: ViT-L/14 with custom test time augmentations

Railway infrastructure segmentation with Pyramid Attention Network - prizewinner of Digital Breakthrough 2022 Hackathon

Guides:

Person segmentation with GluonCV Toolkit

Person segmentation with MMDetection Toolbox

railway-infrastructure-segmentation's Issues

dataset for training

Nice work indeed!
To learn from your code better, could you tell me where to get the training dataset?
Thanks

Datasets

How do I get the dataset?

How to run ...

Hello, I would like to ask a question. src flod What is the difference between the src directory and the .ipynb file