Minsoo Kang's repositories
rl-constraints-traffic
Decentralized Deep Reinforcement Learning based Real-World Applicable Traffic Signal Optimization
sumo-continuous-selfdriving
Reinforcement Learning based autonomous driving system connected with edge-cloud
ACGAN-PyTorch
Unofficial Auxiliary Classifier GAN implementation (based on https://github.com/clvrai/ACGAN-PyTorch)
traffic-optimization_RL
Deep Reinforcement Learning based traffic-control
criminal-cargo-detection
2021 한국 관세청 우범화물 탐지 경진대회 수상작 F1 51.0251 (1st prize)
flow-autonomous-driving
RL based simulation
GuidedMixup
Official PyTorch implementation of "GuidedMixup An Efficient Mixup Strategy Guided by Saliency Maps" (AAAI'23 Oral)
AlwaysBeDreaming-DFCIL
PyTorch code for the ICCV'21 paper: "Always Be Dreaming: A New Approach for Class-Incremental Learning"
caltech-pedestrian-dataset-converter
Updated version of "Download Caltech Pedestrian Dataset and convert them for Python users without using MATLAB"
cython_bbox
standalone cython_bbox borrowed from faster-rcnn
eswContest
This project is an image processing autonomous driving model car.
handson-ml
도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.
imagenet-autoencoder
AutoEncoder trained on ImageNet
knowledge-distillation
Knowledge Distillation
Lightweight-Segmentation
Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).
ml_benchmark_classification
Pruning, MTL, MOO benchmark repository
odin
A simple and effective method for detecting out-of-distribution images in neural networks.
openpose-based-tracking
Openpose(CVPR 2017) and Appearance-based-Tracking(CVPR2020)
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
signal-processing
communication system