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al-based-fl-for-multi-task-disaster-detection-model

We design a multi-task model for joint disaster classification and victim detection. We train the model using both the Centralized Learning (CL) and Federated Learning (FL) methods. We also tried Active Learning (AL) to see how it could help in reducing the labeling workload for disaster dataset. Lastly, we optimized the model using OpenVINO.

coco2yolo

cuda-pointpillars

A project demonstrating how to use CUDA-PointPillars to deal with cloud points data from lidar.

darknet

Convolutional Neural Networks

dataset

double-y-ey-challenge-2024.github.io

efficient_yolov8_inference

Efficient YOLOv8 inference depends not only on GPU specifications but also on CPU processing. However, the significance of fully utilizing the CPU is often overlooked. In this repository, we explore how to utilize CPU multi-threading to enhance inference speed.

ey-challenge-2024

Team: Double Y

fdrlabr

fingerprint_verification_encoder

To train a fingerprint verification encoder via Siamese/Triplet network.

gradcam-for-yolov3

Most tutorials on GradCAM are made for Image Classification tasks. This repo will provide an example of GradCAM for object detection using YOLOv3.

kitti-object-eval-python

Fast kitti object detection eval in python(finish eval in less than 10 second)

labelcloud

A lightweight tool for labeling 3D bounding boxes in point clouds.

lg-shadownet

Shadow Removal by a Lightness-Guided Network with Training on Unpaired Data

mobilenetv2-for-disaster-classification

Train a lightweight MobileNetV2 model for disaster classification using the Crisis Image Benchmark Datasets (CrisisIBD).

moe-ttd3

new

opencv-ai-competition-utar4vision

OpenCV AI Competition 2021

openpcdet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

opensphere

Face Recognition on SurvFace or Custom Dataset using OpenSphere

openvino-face-tracking-using-yolov8-and-deepsort

Multi Camera Face Detection and Recognition with Tracking

pensieve

pointcloud_preprocessing

Find pre-installed Open3D package in CMake

prototype

representation-similarity-analysis

Representation Similarity Analysis (RSA) to measure the similarity of the feature maps extracted by two models.

superyolo

SuperYOLO is accepted by TGRS

twin-td3

IEEE WCNC 2023: Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces

walkable_path_segmentation

To train a walkable path road segmentation model for a pedestrian's perspective

yjwong1999

yolov3-tf2

YoloV3 Implemented in Tensorflow 2.0