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Smit Gangurde
CS725_Project
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04ad370d
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04ad370d
authored
Dec 06, 2020
by
Khyati
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Updated README
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README.txt
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04ad370d
**************INITIAL README**************
#Change later
**************README**************
TEAM:
Aarushi Aiyyer - 203050045
Bhavesh Yadav - 193050052
Khyati Oswal - 203050058
Raj Gite - 203050092
Smit Gangurde - 203050108
Yavnika Bhagat - 203050041
Problem Statement:
Identify the type of Indian dance form from a dance pose image
Use multiple techniques to classify the images and compare them
Dataset Links:
1) https://www.kaggle.com/somnath796/indian-dance-form-recognition #This is version 1, 27MB
2) https://www.kaggle.com/parthplc/indian-dance-images/version/2 #Version 2, 232MB
1) https://www.kaggle.com/somnath796/indian-dance-form-recognition 27MB
Conventions:
- dataset1/ : Dataset Version 1 (Smaller size dataset)
- dataset2/ : Dataset Version 2 (Larger Size dataset)
- dataset1/ : Dataset Version 1
Paper Links:
1) https://arxiv.org/pdf/1812.05231.pdf (IIT Delhi)
...
...
@@ -15,22 +24,17 @@ Paper Links:
3) https://ieeexplore.ieee.org/document/9182365
Helpful reference code:
1) https://github.com/ubsingh9/identify-the-dance-form
1)https://www.kaggle.com/singhuday/identifythedanceform/version/1
2)https://github.com/Tessellate-Imaging/monk_v1
3)https://clever-noyce-f9d43f.netlify.app/#/introduction
4)https://www.youtube.com/watch?v=zFA8Cm13Xmk
5)https://medium.com/@dtuk81/confusion-matrix-visualization-fc31e3f30fea
Added Dataset Version 1 to Google Drive: https://drive.google.com/file/d/1zTI002FEm0BcbXlUFpLs5zvurWGnx68v/view?usp=sharing
Added Dataset Version 2 to Google Drive: https://drive.google.com/file/d/1I29xdtdJVd7FoT7Uyw1QHafKyRzsqPzK/view?usp=sharing
Reason: To make it easier to work on Google Colab.
----------------------------------------------------------------------------------
*******THIS IS PURELY FOR CONVENIENCE, TO SETUP THE DATASET ENV IN COLAB.*******
*******YOU DO NOT NEED TO NECESSARILY FOLLOW THIS.*******
*******LINKS SUBJECT TO CHANGE AFTER PREPROCESSING.*******
----------------------------------------------------------------------------------
RUN THE FOLLOWING IN GOOGLE COLAB TO IMPORT FOLDERS:
----------------------------------------------------------------------------------
> !pip install gdown
> !gdown --id <insert id of file here>
#eg: !gdown --id 1I29xdtdJVd7FoT7Uyw1QHafKyRzsqPzK #for dataset2
> !tar -zxf <tar-filename>
> !rm <tar-filename>
----------------------------------------------------------------------------------
The Repository contains 3 notebooks:
1. Custom CNN
2. VGG16
3. RESNET152
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