jiwoon-ahn

models

Models and examples built with TensorFlow

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

ai-deadlines

:alarm_clock: AI conference deadline countdowns

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

snake

Code for "Deep Snake for Real-Time Instance Segmentation" CVPR 2020 oral

attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

augmix

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

video_analyst

A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.

Pose2Seg

Code for the paper "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.

irn

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

TrackR-CNN

TrackR-CNN baseline method for Multi-Object Tracking and Segmentation (MOTS)

psa

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018

mot_neural_solver

Official PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking" (CVPR 2020 Oral).

BDCN

The code for the CVPR2019 paper Bi-Directional Cascade Network for Perceptual Edge Detection

COSNet

See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)

ABD-Net

[ICCV 2019] "ABD-Net: Attentive but Diverse Person Re-Identification" https://arxiv.org/abs/1908.01114

swiftnet

SpatialEmbeddings

Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth

AGS

Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)

deformable-kernels

Deforming kernels to adapt towards object deformation. In ICLR 2020.

GraphNN-Multi-Object-Tracking

Unofficial PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking"

WSIS_BBTP

Implementation of NeurIPS 2019 paper "Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior"

DeOccNet

[WACV 2020] DeOccNet: Learning to See Through Foreground Occlusions in Light Fields

PLR-OSNet

Source codes for the paper "Learning Diverse Features with Part-Level Resolution for Person Re-Identification"

jsws-old

pytorch-softtriple

SoftTriple (ICCV2019) in pytorch