chiayen0503,github

allthedocks

The repository contains a download link for AllTheDock dataset and folder structure information

allthedocks_dataset

This is repository for my paper AllTheDocks road safety dataset: A cyclist’s perspective and experience. The dataset will be available before IEEE VTC 2024 (24~27th June)

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

bad-boids

A deliberately badly programmed implementation of Boids for teaching

brightness

Brightness Controller

cluster-climate-data

using PCA algorithm

cluster-mopsi-location

using k-means algorithm

darknet

YOLOv4 (v3/v2) - Windows and Linux version of Darknet Neural Networks for object detection (Tensor Cores are used)

dead-woods-detection-with-mask-rcnn

The project will help you build your own synthetic images with coco-style annotations and train a Mask RCNN model in a tensorflow docker.

decide-k-clusters

use elbow method

deep-learning

deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

distributed-acoustic-sensor-system-for-intelligent-transportation-using-deep-learning

We present DAS sample and 1D-CNN for vehicle classification

efficientnet-pytorch

A PyTorch implementation of EfficientNet

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

face-reidentification-with-unseen-faces

face_recognition

The world's simplest facial recognition api for Python and the command line

fastai

The fastai deep learning library, plus lessons and tutorials

federated-learning-malaria

data preparation and weight averaing example codes

grlmodel

code for IJCAI 18 paper: Grouping Attribute Recognition for Pedestrian with Joint Recurrent Learning

identify-spam-in-social-listening-data

The project did pre-processing on tweets, used suspended account information to label tweets as spam, and finally built a logistic regression and a MLP model to predict an unseen tweet.