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Ko Dae Won's Projects

tensorrtx icon tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

text-image-denoiser icon text-image-denoiser

deep learning models trained to denoise/deblur text images (signle frame, multi-frame) [pytorch]

textgenerator icon textgenerator

OCR dataset Text-Detection dataset Font-Classification dataset generator

texture-vs-shape icon texture-vs-shape

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

tiny-dsod icon tiny-dsod

Tiny-DSOD: Lightweight Object Detection for Resource-Restricted Usage

tnt icon tnt

Simple tools for logging and visualizing, loading and training

tokio icon tokio

A runtime for writing reliable asynchronous applications with Rust. Provides I/O, networking, scheduling, timers, ...

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

torchdyn icon torchdyn

A PyTorch based library for all things neural differential equations

total-text-dataset icon total-text-dataset

Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

transreid icon transreid

TransReID: Transformer-based Object Re-Identification

tt-srn icon tt-srn

TT-SPN: Twin Transformers with Sinusoidal Representation Networks for Video Instance Segmentation

tutorials icon tutorials

Training material for IPU users: tutorials, feature examples, simple applications

u-2-net icon u-2-net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

unilm icon unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

unite icon unite

Unbalanced Feature Transport for Exemplar-based Image Translation (CVPR 2021)

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