Akash Kumar's repositories
project_sunroof_india
Analyzed Google Satellite images to generate a report on individual house rooftop's solar power potential
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]
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
indian_landmark_recognition
Indian Architectural Styles Recognition using salient detection, supervised feature classification and ImageNet trained models.
awesome-spatio-temporal-action-detection
A curated list of papers in the domain of spatio-temporal action detection (or action localization.) NOTE: This repository does not contains papers for Temporal Action Localization.
caltech_ucsd_bird_classification
Fine-grained classification of 200 species of birds
nlp_setiment_analysis
Sentiment Analysis on Fake News and Amazon Products Reviews
deep_learning_practice
keras & Pytorch implemetation of deep learning models: fine-tuning approaches, dataset analysis, hyperparameter optimization, etc.
Kaggle_practice
My practice and learning in the field of ML and Deep Learning in Kaggle competitions
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
synthetic_dataset_generation
Synthetic forgery dataset generation from COCO dataset
semi-sup-active-learning
Official repo for AAAI-24 Main Track - Semi-Supervised Active Learning for Video Action Detection
autonomous_driving_detection
Indian Driving Dataset Object Detection
AVR_codes_tutorials
AVR Codes from basic functions like LED blinking control to specialized functions such as RFID Access System, USART, LCD, TIMERS and INTERRUPTS usage
awesome-semi-supervised-learning
:scroll: An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
awesome_domain_adaptation
A collection of datasets, latest papers and their codes all at one place
cap5516_project_assignments
CAP5516 - Medical Image Computing
dl_papers_summary
Self-supervised learning paper summary
GaitRecognition
Code for Gait Recognition
ml_model_flask_deployment
Deployment of ML models using Flask backend
neural_style_transfer
Style Transfer in Images