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CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Neural Networks: Zero to Hero
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Машинное обучение на ФКН ВШЭ
Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022
Open Machine Learning course
A replica of the AlphaZero methodology for deep reinforcement learning in Python
iBOT 🤖: Image BERT Pre-Training with Online Tokenizer (ICLR 2022)
Efficient Deep Learning Systems course materials (HSE, YSDA)
Public release of the Image Matching Benchmark: https://image-matching-challenge.github.io
This is a toolbox repository to help evaluate various methods that perform image matching from a pair of images.
[ICCV 2021] Aligning Latent and Image Spaces to Connect the Unconnectable
Baselines for the Image Matching Benchmark and Challenge
K-Means clustering - constrained with minimum and maximum cluster size. Documentation: https://joshlk.github.io/k-means-constrained
Benchmark Benchmark Benchmark!
Algorithms for similar image search/reverse image search
Comparison of the matching strategies for local feature descriptor
Practice of solving algorithmic problems
Python web application to identify existing or similar trademarks to prevent trademark infringement lawsuits.