19 open source projects by ducha-aiki

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

✭ 191

python deep-learning pytorch computer-vision convolutional-neural-networks image-retrieval convolutional-networks hessian

2. Pytorch Sift

PyTorch implementation of SIFT descriptor

✭ 123

jupyter-notebook pytorch cnn

3. Manifold Diffusion

Diffusion on manifolds for image retrieval

✭ 102

python image-retrieval

4. Lsuvinit

Reference caffe implementation of LSUV initialization

✭ 99

deep-learning convolutional-neural-networks caffe convolutional-networks

5. Pyransac

Fast and accurate python RANSAC with LO, LAF-check

✭ 84

6. Whale Identification 2018

Solution to Whale Identification Challenge 2018

✭ 49

jupyter-notebook

7. Caffe Preprocessing Scripts

Creates caffe lmdb from bunch of dirs with images. Clean-up, check, resize included

✭ 6

shell

8. Caffenet Benchmark

Evaluation of the CNN design choices performance on ImageNet-2012.

✭ 700

jupyter-notebook convolutional-neural-networks dataset architecture benchmark caffe imagenet convolutional-networks

9. ransac-tutorial-2020-data

Starter kit for the CVPR 2020 RANSAC tutorial benchmark

✭ 40

Jupyter Notebook python

10. mods-light-zmq

MODS with external deep descriptors/detectors

✭ 46

C++c python Makefile CMake assembly computer-vision matching descriptor cnn pytorch sift ransac image-matching wbs local-features wxbs hessian-affine wide-baseline-stereo hardnet affnet

11. LSUV-keras

Simple implementation of the LSUV initialization in keras

✭ 65

python keras convolutional-networks deeplearning convolutional-neural-networks initialization lsuv lsuv-initialization

12. google-retrieval-challenge-2019-fastai-starter

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

✭ 62

Jupyter Notebook python retrieval cnn pytorch kaggle fastai

13. hesaff-pytorch

PyTorch implementation of Hessian-Affine local feature detector

✭ 21

python deep-learning cnn pytorch detector convolutional-neural-networks hessian local-features hessian-affine

14. LSUV-pytorch

Simple implementation of the LSUV initialization in PyTorch

✭ 51

python cnn pytorch convolutional-networks deeplearning convolutional-neural-networks initialization lsuv lsuv-initialization

15. extract patches

Function for local patch extraction from OpenCV keypoints with proper bluring

✭ 40

Jupyter Notebook

16. hardnet-in-fastai2-and-kornia

Re-implementation of local descriptor HardNet training in fasta2+kornia

✭ 21

Jupyter Notebook

17. mods

MODS (Matching On Demand with view Synthesis) is algorithm for wide-baseline matching.

✭ 84

c C++matlab HTML Makefile python descriptor detector sift ransac image-matching wbs local-features wxbs wide-baseline-stereo

18. navigation-benchmark

Code for "Benchmarking Classic and Learned Navigation in Complex 3D Environments" paper

✭ 63

python Jupyter Notebook shell navigation slam

19. kornia moons

Conversions between kornia and other computer vision libraries formats

✭ 28

Jupyter Notebook

1-19 of 19 user projects