Takumi Karasawa's repositories
pytorch-image-classification
Simple image classification for custom dataset (pytorch-lightning, timm)
monodepth-dev
Monocular depth estimation by segmentation models for NYU-depth v2 dataset. Simple PyTorch Lightning implementation.
REVISITING_MonoDepth
"Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"
mmdetection-base
Simplified repository for building MMDetection-based repository
CrowdRemover
Remove annoying crowds from a non-stable (taken with a hand camera) movie.
atda
Implemenation of Asymmetric-TriTraining by Tensorflow
compose-spec
The Compose specification
fcn
Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
keras
Deep Learning for humans
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
pytorch_tensorboard
TensorBoard usage from PyTorch with MNIST example
PyTorch_YOLOv3
Implementation of YOLOv3 in PyTorch
segnet_pytorch
SegNet implemetation using PyTorch
sort
Simple, online, and realtime tracking of multiple objects in a video sequence.
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
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Yolov5_DeepSort_Pytorch
Real-time multi-object tracker using YOLO v5 and deep sort