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Takumi Karasawa's Projects

atda icon atda

Implemenation of Asymmetric-TriTraining by Tensorflow

crowdremover icon crowdremover

Remove annoying crowds from a non-stable (taken with a hand camera) movie.

fcn icon fcn

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

monodepth-dev icon monodepth-dev

Monocular depth estimation by segmentation models for NYU-depth v2 dataset. Simple PyTorch Lightning implementation.

revisiting_monodepth icon revisiting_monodepth

"Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"

sort icon sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

vit icon vit

ViT pytorch implementation

yolov2 icon yolov2

YOLOv2のchainerの再現実装です(darknetのchainerローダと、完全なchainer上での訓練コードを含みます)

yolov5-1 icon yolov5-1

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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