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akash2907

akash2907.github.io

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-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-semi-supervised-learning

:scroll: An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

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.

awesome_domain_adaptation

A collection of datasets, latest papers and their codes all at one place

basic-image-video-processing

Image and Video Operations

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]

caltech_ucsd_bird_classification

Fine-grained classification of 200 species of birds

cap5516_project_assignments

CAP5516 - Medical Image Computing

cap5610_semi_transgeo

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.

deep-learning-specialization-coursera

Andrew Ng: Deep Learning 5 Course Specialization

deep_learning_practice

keras & Pytorch implemetation of deep learning models: fine-tuning approaches, dataset analysis, hyperparameter optimization, etc.

deepfakes_video_classification

Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]

dl_papers_summary

Self-supervised learning paper summary

fcn_semantic_segmentation

forgery-classification-via-domain-adaptation

Classifying Forged vs Authentic using Domain Adaptation across in new domains in unsupervised settings

gaitrecognition

Code for Gait Recognition

image-caption-generation

Using FlickR8K images and text data to generate an Image Captioning System

image_forgery_detection_papers

A collection of deep learning approaches and datasets publicly available for image forgery and deepfakes detection

indian_landmark_recognition

Indian Architectural Styles Recognition using salient detection, supervised feature classification and ImageNet trained models.

introduction_to_deep_learning_coursera

Intro to Deep Learning by National Research University Higher School of Economics

kaggle_practice

My practice and learning in the field of ML and Deep Learning in Kaggle competitions

ml_model_flask_deployment

Deployment of ML models using Flask backend

neural_style_transfer

Style Transfer in Images

nlp_setiment_analysis

Sentiment Analysis on Fake News and Amazon Products Reviews

pi-consistency-activity-detection

End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]