techzzt

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Interview_Question_for_Beginner

:boy: :girl: Technical-Interview guidelines written for those who started studying programming. I wish you all the best. :space_invader:

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

AugLy

A data augmentations library for audio, image, text, and video.

Ready-For-Tech-Interview

💻 신입 개발자로서 지식을 쌓기 위해 공부하는 공간 👨‍💻

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN、BiLSTM

Awesome-CLIP

Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Random-Erasing

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

Deep-SVDD-PyTorch

A PyTorch implementation of the Deep SVDD anomaly detection method

pytorch-ddpm

Unofficial PyTorch implementation of Denoising Diffusion Probabilistic Models

pytorch-generative

Easy generative modeling in PyTorch.

AdamP

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

advanced-tensorflow

Little More Advanced TensorFlow Implementations

FMix

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

MAE-pytorch

Masked Autoencoders Are Scalable Vision Learners

Deep-SVDD

Repository for the Deep One-Class Classification ICML 2018 paper

qmnist

The QMNIST dataset

SPADE-pytorch

PyTorch implementation of "Sub-Image Anomaly Detection with Deep Pyramid Correspondences"

PuzzleMix

Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)

pytorch-CAM

Class Activation Mapping written in PyTorch.

awesome-mixed-sample-data-augmentation

A collection of awesome things about mixed sample data augmentation

2019-CS109B

expVAE

Visually Explainable VAE

GridMixup

A GridMixup augmentation, inspired by GridMask and CutMix

IIAE

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125