Akash Kumar
Akash Kumar
bird_species_classification
Supervised Classification of bird species :bird: in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data [ICVGIPW'18]
project_sunroof_india
Analyzed Google Satellite images to generate a report on individual house rooftop's solar power potential
deepfakes_video_classification
Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]
image_forgery_detection_papers
A collection of deep learning approaches and datasets publicly available for image forgery and deepfakes detection
Introduction_to_Deep_Learning_Coursera
Intro to Deep Learning by National Research University Higher School of Economics
pi-consistency-activity-detection
End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]
Content-based-Video-Relevance-Prediction
Content-based Video Relevance Prediction on "cold-start" problems. Recommending new uploaded videos to users based on the extracted features.
Forgery-Classification-via-Domain-Adaptation
Classifying Forged vs Authentic using Domain Adaptation across in new domains in unsupervised settings