Image Matching Challenge 2023 starts NOW!
Task: 3D reconstructions from 10-100 images
Entry Deadline: June 6, 2023.
Prize Money: $50,000
#IMC2023 #CVPR2023
#deeplearning #computervision
https://kaggle.com/competitions/image-matching-challenge-2023/overview
EDA notebook:
- explore training data
- find out that vanilla COLMAP dramatically fails
- DISK (by Michaล Tyszkiewicz)
, available from @kornia_foss saves the day...but that is just a simple training example
- AMAZING visualization from hloc (h/t Paul-Edouard Sarlin)
https://www.kaggle.com/code/eduardtrulls/imc2023-inspect-training-data/notebook
Baseline submission notebook with all the best
@kornia_foss
#kornia image matching models:
- DISK
- LoFTR
- KeyNet-AffNet-HardNet
Be careful: lots of aux code to import results into colmap database.
https://kaggle.com/code/eduardtrulls/imc-2023-submission-example
Clean local version:
Dmytro Mishkin ๐บ๐ฆ
