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🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
这是一个blip-pytorch简化的代码,适用于了解Attention与Transformer的结构。
Caption-Anything is a versatile tool combining image segmentation, visual captioning, and ChatGPT, generating tailored captions with diverse controls for user preferences.
A crawler of Case Western Reserve University bearing data
This repository contains data and codes that implement common machine learning algorithms for machinery condition monitoring task.
CesiumJS中文基础教程 http://cesiumcn.org/ | http://cesium.coinidea.com/
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
这是一个clip-pytorch的模型,可以训练自己的数据集。
corrosion condition state classification for bridge inspections
Visual inspection of bridges is customarily used to identify and evaluate faults. However, current procedures followed by human inspectors demand long inspection times to examine large and difficult to access bridges. To address these limitations, we investigate a computer vision‐based approach that employs SIFT keypoint matching on collected images of defects against a pre-existing reconstructed 3D point cloud of the bridge. We also investigate methods of reducing computation time with ML-based and conventional CV methods of segmentation to eliminate redundant keypoints. Our project successfully localizes the defect images and achieves a savings in runtime from filtering keypoints.
这是一个deeplabv3-plus-pytorch的源码,可以用于训练自己的模型。
Tutorial on fine tuning DeepLabv3 segmentation network for your own segmentation task in PyTorch.
DeepLabv3 and DeepLabv3+ with pretrained weights for Pascal VOC & Cityscapes
Notes about courses Dive into Deep Learning by Mu Li
End-to-End Object Detection with Transformers
Python package built to ease deep learning on graph, on top of existing DL frameworks.
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
Multi-view drone tracking datasets
An all-in-one toolkit for computer vision
Self-designed coursework for Digi-Bridge visualisation as the TA in the module ENT516
A MNIST-like fashion product database. Benchmark :point_right:
Socket.IO integration for Flask applications.
Flask Tutorial
GCN 入门学习教程
Marrying Grounding DINO with Segment Anything - Detect and Segment Anything with Text Inputs
iForest anomaly detection codes (Matlab Version)
texture and color based Image Segmentation using K-Means Clustering
Inpaint anything using Segment Anything and inpainting models.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.