motokimura/deeplearning-papernotes

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motokimura/deeplearning-papernotes

motokimura

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Summaries and notes on deep learning papers

spacenet_building_detection

Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.

Jupyter Notebook

yolo_v1_pytorch

PyTorch implementation of YOLO-v1 including training

kalman_filter_with_kitti

Applying extended Kalman filter to KITTI GPS/IMU data for vehicle localization

Jupyter Notebook

cowc_car_counting

Project to train/evaluate convolutional neural networks to count cars from COWC aerial images

Jupyter Notebook

kits19_3d_segmentation

PyTorch implementation of 3D U-Net for kidney and tumor segmentation from KiTS19 CT scans.

Jupyter Notebook

3d-pose-baseline-pytorch

A simple baseline for 3d human pose estimation in PyTorch

Jupyter Notebook

octconv_pytorch

Implementation of Octave Convolution in PyTorch

attention_branch_network_demo

Attention Branch Network demonstration

Jupyter Notebook

pytorch_quantization_fx

An example to quantize MobileNetV2 trained on CIFAR-10 dataset with PyTorch

pytorch_tensorboard

TensorBoard usage from PyTorch with MNIST example

AsteroidTracker

A library to track asteroids, written in C/C++

VisDrone_PyTorch_YOLOv3

Jupyter Notebook

spacenet6_solution

4th Place Solution for SpaceNet6 in CVPR'20 EarthVision Workshop

Jupyter Notebook

SCTracker

A library to track spacecraft, written in C/C++

solafune_vehicle_detection_solution

motokimura's solution for Solafune "Vehicle Detection in Multi-Resolution Images" competition

spacenet8_solution_5th-place

5th-place solution for SpaceNet-8: Flood Detection Challenge Using Multiclass Segmentation

deeplearning_model_deployment

pytorch_tutorials

My playground for PyTorch official tutorials

Jupyter Notebook

paddleseg_playground

Provides Docker environment with which you can play around with PaddleSeg framework.

shake_shake_chainer

Implementation of Shake-Shake regularization in Chainer

Jupyter Notebook

spacenet7_solution

motokimura's Solution for SpaceNet 7