Author:Hamza Umer Farooq

Publications
Using Satellite Imagery to Map Poverty Struck Areas in Pakistan Using Neural Networks Hamza Umer Farooq, Muhammad Junaid Nazar, Muhammad Sarib Hanif and Aamna Faisal EasyChair Preprint 14195

Keyphrases

Accuracy and Precision in Poverty Assessment, Convolutional Neural Networks (CNNs), evidence-based decision making, poverty mapping, Poverty Reduction Programs, Resnet101, ResNet50, satellite imagery, Socioeconomic Analysis.