Repository Index

Single Shot MultiBox Detector in TensorFlow

• tensorflow
• ssd
• deep-learning
• yolo

Qwen2.5-Omni is an end-to-end multimodal model by Qwen team at Alibaba Cloud, capable of understanding text, audio, vision, video, and performing real-time speech generation.

A simplified implemention of Faster R-CNN that replicate performance from origin paper

• pytorch
• object-detection
• faster-rcnn
• voc

[CVPR 2024] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

• 3d
• computer-vision
• dynamic-scene
• gaussian-splatting

This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks

• phi3
• phi3-testing
• phi3-vision
• phi4

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

• deep-reinforcement-learning
• qlearning
• deep-learning
• tensorflow-tutorials

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

• chatgpt
• jailbreak
• llm
• prompt

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

• machine-learning
• multivariate-statistics
• pca
• regression

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

• deep-learning
• python3
• dive-into-deep-learning
• tensorflow2

GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse matrices.

• estimation
• perception
• robotics
• sensorfusion

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

• python
• machine-learning
• deep-learning
• pytorch

line drawing colorization using chainer

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

• webgpu
• deep-learning
• stable-diffusion
• web-assembly

Tutorials for creating and using ONNX models

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

• projects
• python-projects
• machine-learning
• artificial-intelligence

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

• cnn
• rnn
• detection
• classification

Bayesian optimization in PyTorch

Open Machine Learning course

• machine-learning
• python
• course
• deep-learning

All notes and materials for the CS229: Machine Learning course by Stanford University

• machine-learning
• stanford-university
• neural-networks
• cs229

[SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer

• face
• siggraph-asia
• style-transfer
• stylegan2

Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.

🛠 All-in-one web-based IDE specialized for machine learning and data science.

• machine-learning
• deep-learning
• data-science
• docker

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

• deep-learning
• tensorflow-examples
• convolutional-neural-networks
• recurrent-neural-networks

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

• machine-learning
• deep-learning
• lstm
• human-activity-recognition