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kongsewoon's Projects

age-gender icon age-gender

Age and gender recognition using arcface and MLP.

bsrgan icon bsrgan

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!

bsrgan-pip icon bsrgan-pip

BSRGAN-Pip: Packaged version of the BSRGAN repository

dmrgcn icon dmrgcn

Official Code for "Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory Prediction (AAAI 2021)"

face-classification icon face-classification

Computer Vision project that detects emotion, age and gender after detecting faces.

lama icon lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

orpvr icon orpvr

Video Retargeting Using Instance Segmentation and Video Inpainting

paddledetection icon paddledetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

person_reid_baseline_pytorch icon person_reid_baseline_pytorch

:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

re-id icon re-id

Official implementation of "Top Batch DropBlock for Person Re-Identification" ICPR 2020

realsr icon realsr

Real-World Super-Resolution via Kernel Estimation and Noise Injection

segment-and-track-anything icon segment-and-track-anything

An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

srez icon srez

Image super-resolution through deep learning

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