monjurulkarim/DSTA

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Language
Python
License
MIT License
Created about 3 years ago
Updated over 1 year ago

monjurulkarim/DSTA

monjurulkarim

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This is the implementation code for the paper, "A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents"

vehicle_distance

Estimating distance to the nearest vehicle from the car dashboard camera

risky_object

This is the implementation code for the paper, "An Attention-guided Multistream Feature Fusion Network for Early Localization of Risky Traffic Agents in Driving Videoss", IEEE Transaction on Intelligent Vehicles, 2023.

ROL_Dataset

Risky Object Localization (ROL) in a Driving Scene Dataset

Tracking_manufacturing

Object detection and tracking using Mask RCNN and temporal coherence

Jupyter Notebook

simple-accident-prediction

Simple Pytorch implementation of dashcam based accident prediction model

Crash_road_function_dataset

A dataset for traffic scene classification.

crack-localization

Surface crack classification and grad-cam visualization

active-learning

This is the implementation code for the paper, "A semi-supervised self-training method to develop assistive intelligence for segmenting multiclass bridge elements from inspection videos"

Jupyter Notebook

tracking

xai-accident

Cellular_automata

Jupyter Notebook

frame_extract

pix2pix

This is an implementation of an image-to-image translation method, based on pix2pix. To be more specific, here I built from scratch a GAN which can translate abstract labels into facade images.

Jupyter Notebook

raft_flow