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Vimukthi Randika Senarath Yapa's Projects

byol-pytorch icon byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

clip-sam icon clip-sam

Experiment on combining CLIP with SAM to do open-vocabulary image segmentation.

fsdl-text-recognizer-2022-labs icon fsdl-text-recognizer-2022-labs

Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

genai icon genai

Experimenting generative based approaches

generative_deep_learning_2nd_edition icon generative_deep_learning_2nd_edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

grafrank icon grafrank

Code for "Graph Neural Networks for Friend Ranking in Large-scale Social Platforms" (WWW 2021).

hands-on-rl icon hands-on-rl

Free course that takes you from zero to Reinforcement Learning PRO πŸ¦ΈπŸ»β€πŸ¦ΈπŸ½

ijepa icon ijepa

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

made-with-ml icon made-with-ml

Learn how to responsibly develop, deploy and maintain production machine learning applications.

ml icon ml

Learning ML concepts

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