Akash Kumar (AKASH2907)

AKASH2907

Geek Repo

Company:University of Central Florida

Location:Orlando, FL

Home Page:https://akash2907.github.io/

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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

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deepfakes_video_classification

Deepfakes Video classification via CNN, LSTM, C3D and triplets

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

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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.

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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.

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pi-consistency-activity-detection

Pytorch Code for CVPR'22 paper End-to-End Semi-Supervised Learning for Video Action Detection

deep_learning_practice

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

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nlp_setiment_analysis

Sentiment Analysis on Fake News and Amazon Products Reviews

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awesome-self-supervised-learning

A curated list of awesome self-supervised methods

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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.

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caltech_ucsd_bird_classification

Fine-grained classification of 200 species of birds

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Kaggle_practice

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

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synthetic_dataset_generation

Synthetic forgery dataset generation from COCO dataset

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autonomous_driving_detection

Indian Driving Dataset Object Detection

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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

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awesome-semi-supervised-learning

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

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awesome_domain_adaptation

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

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Deep-Learning-Specialization-Coursera

Andrew Ng: Deep Learning 5 Course Specialization

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dl_papers_summary

Self-supervised learning paper summary

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GaitRecognition

Code for Gait Recognition

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image-caption-generation

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

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ml_model_flask_deployment

Deployment of ML models using Flask backend

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neural_style_transfer

Style Transfer in Images

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vqa_keras

Visual Question Answering

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