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18551_project

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

anomalib

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

covid19-detector-backend

"Covid19-Detector" is a Django-ReactJS Web App with an Artificial Intelligence. It can detect COVID-19 from CT Scan Images using CNN based on DenseNet121 architecture

ddpm-demo-pytorch

PyTorch implementation of DDPM Demo and Classifier-Free DDPM Demo. Experiments were conducted on MNIST and Cifar10 datasets.

ddpm-ood

Official PyTorch code for "Out-of-distribution detection with denoising diffusion models"

defect-detection-classifier

Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset

diffusion-models-pytorch

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

idempotent-generative-network

Idempotent Generative Network's unofficial pytorch implementation

ign

rmt

Official code for "RMT: Retentive Networks Meet Vision Transformer"

simplenet

spectrumimageanalysispy

3D Spectrum Image analysis for electron energy loss spectroscopy and cathodoluminescence

test

youtube-8m

Starter code for working with the YouTube-8M dataset.