Bumsoo Kim's repositories
wide-resnet.pytorch
Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch
graph-cnn.pytorch
Pytorch Implementation for Graph Convolutional Neural Networks
fine-tuning.pytorch
Pytorch implementation of fine tuning pretrained imagenet weights
gradcam.pytorch
Pytorch Implementation of Visual Explanations from Deep Networks via Gradient-based Localization
graph-tutorial.pytorch
Pytorch Tutorial for Non-Euclidean Graph Representations
wide-residual-network
Wide-residual network implementations. Best result for cifar10(97.12%), cifar100(84.12%), and other kaggle challenges
LSGAN.pytorch
Repository for Pytorch Implementation of Least Squares Generative Adversarial Networks
image-preprocessing
Image pre-processing pipeline
cellnet.pytorch
Repository for Pytorch Implementation of Cell Network 2018
cnn.tensorflow
Repository for image recognition tasks
torch-tutorial
Basic Torch Tutorials for Deep Learning
DMIS_mammo
Repository for the 2017 Digital Mammography DREAM Challenge
DreamChallenge
Repository for 2016-2017 Dream Challenge
leetcode.example
Codes for leet code examples
Tensorflow-2.0-tutorial
Tutorials for various CNN models in Tensorflow 2.0
bumsoo.install
Install notes for private computers
detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
mmdetection
Open MMLab Detection Toolbox and Benchmark
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
qpic
Repo for CVPR2021 paper "QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information"
SLIP
Code release for SLIP Self-supervision meets Language-Image Pre-training