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1d-deeplearning-model-lenet-alexnet-zfnet-vgg-googlenet-resnet-densenet

To do a deep learning project on ecg. I use pytorch to reproduce the traditional CNN models include LeNet AlexNet ZFNet VGG GoogLeNet ResNet DenseNet with one demotion.

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

anomaly-detection

Anomaly detection algorithm implementation in Python

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

awesome-video-diffusion

A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.

cae

This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"

chinese-poetry

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

codeformer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

deep-learning-in-cloud

List of Deep Learning Cloud Providers

deeplearning

deeplearning-nlp-models

A small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

finger_vein_processing

Including ROI extraction, finger vein enhancement, matching, etc.

football-analytics-with-deep-learning-and-computer-vision

football_analysis

This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and perspective transformation to analyze player movements in football videos

fv-upatches

geminiprochat

Minimal web UI for GeminiPro.

ghostscan

A camera calibration sequence that intrinsically and extrinsically calibrates a camera for phase measuring deflectometry

git_flow

General Invertible Transformations for Flow-based Generative Models

happy-reconstruction

轮轨姿态反映着列车运行中轮与轨的接触关系，掌握高铁轮轨姿态是保障高铁安全运营的基础。基于计算机视觉技术的无接触方法可以通过采集运营状态下的轮轨图像，通过三维重建获取轮轨实时姿态。由于高铁运行速度快，轮轨表面光滑，给基于特征点提取的三维重建 (3D Reconstruction) 带来了极大挑战。本项目采用基于空间编码（Space Codification）的编码结构光（coded structured light）的方法，将单幅编码图案（one-shot）投影在轮轨表面，提高特征点的提取和识别精度，并将 De Bruijn 分析与小波变换（wavelet transform）分析相结合，增加了基于特征点的点云提取稠密度，从而实现了单次投影的点云稠密重建。项目完成了从半径95mm的球体提取17

image-based-navigation

基于有限角度图片的三维重构，通过图像的超像素分析进行深度增补，生成新角度下的图片

jan

Jan is an open source alternative to ChatGPT that runs 100% offline on your computer

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

learnopencv

Learn OpenCV : C++ and Python Examples

machine-learning-collection

A resource for learning about Machine learning & Deep Learning

machinelearningstocks

Using python and scikit-learn to make stock predictions

manim

Animation engine for explanatory math videos

maplab

A Modular and Multi-Modal Mapping Framework

mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox