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Tech

AI, ML, Computer Vision, Deep Learning, Programming

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Self-supervised learning for vision foundation models

How self-supervised learning enables large-scale vision foundation models by learning from unlabeled data through pretext tasks like contrastive learning and masked image modeling.

May 12, 2023 • 20 mins read

#computer-vision #large-neural-networks #foundation-models #self-supervision
Featured
Privacy

Why privacy matters? How is your online privacy getting infringed? What can you do about it?

May 13, 2021 • 13 mins read

#privacy
WordFor: A reverse dictionary that runs entirely in your browser

Building a free, private reverse dictionary with sentence embeddings, ONNX Runtime, and static model inference -- zero server-side compute.

Apr 12, 2026 • 16 mins read

#deep-learning #nlp #transformers #embeddings #side-project
Inference Runtime Optimization Benchmark

Guide to CUDA GPU inference optimizations, benchmarked on a state-of-the-art PyTorch depth estimation model.

Mar 24, 2026 • 161 mins read

#runtime-optimization #gpu #deep-learning
Pose Constraints for Self-supervised Monocular Depth and Ego-Motion

Enforcing pose network to be consistent improves depth consistency

Apr 18, 2023 • 1 min read

#deep-learning #self-supervision #3d-reconstruction #structure-from-motion #visual-odometry #depth-estimation
Convolution vs. Attention

Similarities and differences between convolutions and attention module of Transformers

Mar 10, 2023 • 6 mins read

#deep-learning #convolution #attention
Software 2.0 2.0

Realizing Performance in Era of Deep Learning by Scaling with Data

Dec 5, 2022 • 3 mins read

#deep-learning #mlops
Self-supervised monocular depth estimation

How to estimate depth and ego-motion from videos: Neural Networks

Oct 31, 2022 • 8 mins read

#deep-learning #computer-vision #3d-reconstruction #structure-from-motion #visual-odometry
A minimal working example of a custom Vector class in C++

C++ tutorial on how to write a custom vector class

May 13, 2021 • 7 mins read

#c++ #vector #tutorial
Layers fusion for faster neural network inference

How to fuse all convolution and batch normalization layers in a Pytorch model during test time for faster inference

Apr 27, 2021 • 3 mins read

#deep-learning #pytorch #runtime-optimization
Compilation of 3D mesh models

Awesome compilation of 3D mesh model datasets and resources for research purposes.

Apr 14, 2021 • 2 mins read

#3d-mesh #datasets #computer-vision
Is convolution linear?

Proof of 1D convolution being a linear operator

Mar 11, 2021 • 2 mins read

#mathematics #computer-vision
ResNet feature pyramid in Pytorch

Tutorial on how to get feature pyramids from Pytorch's ResNet models

Feb 9, 2021 • 10 mins read

#deep-learning #computer-vision #pytorch
How to Release on Github

Create releases of your repository and deliver versions of code deployments on GitHub

Nov 8, 2020 • 1 min read

#github #tags #releases

Philosophy

Politics, Ethics, Justice, Meaning of Life

gratitude greed Islam justice meaning philosophy politics regime religion social-contract vs. wealth

Trading Freedom for Peace: The necessity of the state

Hobbes motivates his justification of the Leviathan (the political state) by defining the grim natural state of man

Oct 23, 2022 • 5 mins read

#politics #philosophy #social-contract
Aristotle’s regime, the good citizen and justice

Aristotle’s definition of a regime, its forms and its purpose

Sep 23, 2022 • 10 mins read

#politics #philosophy #justice #regime
Money serving Life (Provision) vs. Life serving Money (Hoarding)

Wealth for Living Well vs. Wealth for Its Own Sake, according to Aristotle

Aug 14, 2022 • 5 mins read

#politics #philosophy #greed #wealth #vs.
Notes on Justice from Plato's Republic

What is justice? Is a just person good? Even when the consequences of being unjust are taken away? Even when the advantages of having the reputation of being just are taken away?

Feb 10, 2022 • 5 mins read

#politics #philosophy #justice
The purpose in life

A brief reminder for the tough times, the meaning of life and why there is hope

Jun 14, 2021 • 5 mins read

#philosophy #meaning
The virtue of fasting during Ramadan

The main motivation of Muslims for fasting during Ramadan

Apr 22, 2021 • 1 min read

#religion #Islam #philosophy
Practicing Gratitude

A reminder that being normal is still a blessing

Apr 11, 2021 • 1 min read

#philosophy #gratitude

Life

Health, Food, Finance, Miscellaneous

cooking dhmo-conspiracy external-link finance food health investing nutrition recipe stocks

Featured
Nutrition

Preventing disease is the first step to long-term health and well-being. By following basic nutrition advice you can improve your health by significant amounts.

Oct 30, 2020 • 12 mins read

#health #nutrition #cooking
Dihydrogen Monoxide - The Truth

Truth about the DHMO chemical, found in the city's water pipes, fatal if inhaled, and could produce blistering vapors

Apr 1, 2021 • 1 min read

#external-link #dhmo-conspiracy
$GME short squeeze

Short squeeze and Gamma squeeze of the GameStop stock

Jan 25, 2021 • 4 mins read

#investing #finance #stocks
Hot chocolate

Spicy mulled thick keto hot chocolate recipe without sugar

Jan 23, 2021 • 1 min read

#food #cooking #recipe

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