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RayTracing/raytracing.github.io

An online book on ray tracing, a graphics rendering technique, written in Markdeep.

10.2K
Stable
HTML
Static Site Generators
#ray-tracing#graphics-rendering#markdeep

satellite-image-deep-learning/techniques

A collection of techniques for deep learning with satellite and aerial imagery, including object detection and classification.

10.0K
Active
Computer Vision
PyTorch
#satellite-imagery#remote-sensing#object-detection

yzhao062/pyod

A Python library for outlier and anomaly detection, integrating classical and deep learning techniques.

9.7K
Active
Python
Anomaly & Outlier Detection
#anomaly-detection#outlier-detection#unsupervised-learning

johnthagen/min-sized-rust

A Rust library that provides techniques to minimize the size of Rust binaries.

9.7K
Stable
Rust
Build Tools
#binary-size#optimization#cargo

android/testing-samples

A collection of samples demonstrating different frameworks and techniques for automated testing in Android development.

9.3K
Experimental
Java
Testing
#android#testing#automation

roboflow/notebooks

A collection of tutorials and notebooks on state-of-the-art computer vision models and techniques for developers.

9.2K
Active
Jupyter Notebook
Computer Vision
Tutorials & Courses
PyTorch
#computer-vision#deep-learning#machine-learning

thewhiteh4t/seeker

This is a reconnaissance tool for locating smartphones using social engineering techniques.

9.1K
Experimental
CSS
Security Research
Linux Distros
#geolocation#social-engineering#reconnaissance

CnTransGroup/EffectiveModernCppChinese

A Chinese translation of the book 'Effective Modern C++' for developers interested in learning advanced C++ programming techniques.

8.8K
Stable
Books & Guides
#c++#translation#education

VowpalWabbit/vowpal_wabbit

A machine learning system that pushes the frontier of machine learning with various techniques.

8.7K
Active
C++
C++
#machine learning#active-learning#online-learning

A-poc/RedTeam-Tools

This GitHub repository contains a collection of tools and techniques for Red Team and penetration testing activities.

8.5K
Experimental
Penetration Testing
CLI Tools
#cybersecurity#penetration-testing#red-team

shellphish/how2heap

A repository for learning various heap exploitation techniques in C.

8.5K
Active
C
Security Research
#exploitation#heap#security-research

MrNeRF/awesome-3D-gaussian-splatting

A curated list of papers and resources focused on 3D Gaussian Splatting, a technique used in neural rendering.

8.4K
Active
HTML
Neural Rendering
React
#3d-gaussian-splatting#neural-rendering#nerf

baowenbo/DAIN

DAIN is a Python library for depth-aware video frame interpolation, a computer vision technique.

8.3K
Archived
Python
Computer Vision
Python
#computer-vision#video-processing#frame-interpolation

BishopFox/unredacter

A TypeScript library that warns developers against using pixelation as a redaction technique.

8.3K
Archived
TypeScript
Security Research
#redaction#security-best-practices#data-privacy

utkuozbulak/pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques for deep learning practitioners.

8.2K
Archived
Python
Computer Vision
Testing
PyTorch
#cnn-visualization#gradient-visualization#saliency

jivoi/awesome-ml-for-cybersecurity

A curated list of machine learning techniques and resources for cybersecurity professionals.

8.2K
Archived
Machine Learning Ops
Security Research
#cybersecurity#data-mining#machine-learning

MIC-DKFZ/nnUNet

nnUNet is a powerful medical image segmentation library that uses state-of-the-art deep learning techniques.

8.1K
Active
Python
Computer Vision
API Frameworks
Python
#medical-imaging#segmentation#deep-learning

brightmart/text_classification

A comprehensive library of text classification models and techniques built with deep learning.

8.0K
Archived
Python
LLM Frameworks
API Frameworks
TensorFlow
#text-classification#deep-learning#nlp

XavierXiao/Dreambooth-Stable-Diffusion

This is an implementation of the Dreambooth technique for fine-tuning Stable Diffusion models.

7.8K
Archived
Jupyter Notebook
Fine-tuning
Inference
PyTorch
#stable-diffusion#text-to-image#machine-learning

Kulbear/deep-learning-coursera

A deep learning course by Andrew Ng on Coursera, focused on core deep learning concepts and techniques.

7.7K
Archived
Jupyter Notebook
Tutorials & Courses
#coursera#deep-learning#machine-learning
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