hamatani63

double-pendulum

Double pendulum application targeting iOS.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

echo-state-network

Matlab implementation of Echo State Network (reservoir computing)

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

review_object_detection_metrics

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

Single-Multiple-Custom-Object-Detection-and-Tracking

DearPyGui

Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies

pytorch_yolov3

Pytorch implementation of YOLOv3

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

TFODCourse

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

PINTO_model_zoo

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

self-driving-car

Udacity Self-Driving Car Engineer Nanodegree projects.

tensorflow-image-models

TensorFlow port of PyTorch Image Models (timm) - image models with pretrained weights.

deep-learning-with-pytorch-ja

deep-learning-with-pytorchの日本語版repositoryです。

Apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

YOLOP

You Only Look Once for Panopitic Driving Perception.（MIR2022）

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

GDL_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

Codes-for-Steering-Control

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks (AAAI 2019, oral)

pytorch_advanced

書籍「つくりながら学ぶ! PyTorchによる発展ディープラーニング」の実装コードを配置したリポジトリです

dawp

Jupyter Notebooks and code for Derivatives Analytics with Python (Wiley Finance) by Yves Hilpisch.

dwdatareader

Python module to interact with Dewesoft DWDataReaderLib shared library

pydy-tutorial-human-standing

PyDy tutorial materials for MASB 2014, PYCON 2014, and SciPy 2014/2015.

geodjango-hands-on

COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

models

Models and examples built with TensorFlow

pynput

Sends virtual input commands