Akash Kumar (@AKASH2907)
github

AKASH2907

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  • Stars
    star
    431
  • Global Rank 64,440 (Top 3 %)
  • Followers 63
  • Following 42
  • Registered over 7 years ago
  • Most used languages
    Python
         64.3 %
    Jupyter Notebook
         35.7 %
  • Location 🇮🇳 India
  • Country Total Rank 1,639
  • Country Ranking
    Python
         346
    Jupyter Notebook
         944

Top repositories

1

project_sunroof_india

Analyzed Google Satellite images to generate a report on individual house rooftop's solar power potential
Python
121
star
2

bird_species_classification

Supervised Classification of bird species 🐦 in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data [ICVGIPW'18]
Python
69
star
3

deepfakes_video_classification

Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]
Python
60
star
4

image_forgery_detection_papers

A collection of deep learning approaches and datasets publicly available for image forgery and deepfakes detection
55
star
5

Introduction_to_Deep_Learning_Coursera

Intro to Deep Learning by National Research University Higher School of Economics
Jupyter Notebook
36
star
6

pi-consistency-activity-detection

End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]
Python
33
star
7

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.
Python
18
star
8

Forgery-Classification-via-Domain-Adaptation

Classifying Forged vs Authentic using Domain Adaptation across in new domains in unsupervised settings
Python
14
star
9

indian_landmark_recognition

Indian Architectural Styles Recognition using salient detection, supervised feature classification and ImageNet trained models.
Python
6
star
10

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.
5
star
11

caltech_ucsd_bird_classification

Fine-grained classification of 200 species of birds
Python
3
star
12

nlp_setiment_analysis

Sentiment Analysis on Fake News and Amazon Products Reviews
Jupyter Notebook
3
star
13

fcn_semantic_segmentation

Python
2
star
14

Kaggle_practice

My practice and learning in the field of ML and Deep Learning in Kaggle competitions
Jupyter Notebook
2
star
15

deep_learning_practice

keras & Pytorch implemetation of deep learning models: fine-tuning approaches, dataset analysis, hyperparameter optimization, etc.
Jupyter Notebook
2
star
16

synthetic_dataset_generation

Synthetic forgery dataset generation from COCO dataset
Jupyter Notebook
1
star