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ai-tech-interview

👩‍💻👨‍💻 AI 엔지니어 기술 면접 스터디 (⭐️ 1k+)

arpl

[TPAMI 2021] Adversarial Reciprocal Points Learning for Open Set Recognition

balancedmetasoftmax-classification

[NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition

bioma-tcn-ae

Minimal Working Example of a (baseline) Temporal Convolutional Autoencoder (TCN-AE) for Anomaly Detection in Time Series

computational_photography

confidence_estimation

Learning Confidence for Out-of-Distribution Detection in Neural Networks

data-augmentation-automated

dft

feature-space-augmentation-for-long-tailed-data

Unofficial implementation of ECCV 2020 paper "Feature Space Augmentation for Long-Tailed Data"

glmc

[CVPR2023] Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions

image-retrieval

opendet2

Official code of the paper "Expanding Low-Density Latent Regions for Open-Set Object Detection" (CVPR 2022)

owod

(CVPR 2021 Oral) Open World Object Detection

pytorch-center-loss

Pytorch implementation of Center Loss

pytorch-tcn

(Realtime) Temporal Convolutions in PyTorch

risda

Code for: Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

simple_classifier

sumo-continuous-selfdriving

Reinforcement Learning based autonomous driving system connected with edge-cloud

supir

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild

tailcalibx

Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

timevqvae

[official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model", AISTATS 2023]

timevqvae-anomalydetection

[official] PyTorch implementation of TimeVQVAE-AD, a time series anomaly detection model.

ts2vec

A universal time series representation learning framework

usad

uwb_tdoa_dataset

Dataset of the UWB TDOA measurements from Bitcraze's Loco Positioning System

wifi_sensing_2.0

yolov7_d2

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥