Devlog 9

Buttons for Demo

Finally completed the button designs for the demo part of the website when I show what augmentations I use for every model. Added hover animations and a (I assume) novel way of tracking the active state of buttons on Javascript. It uses an active class and assigns it to the clicked button by removing it from all others, ensuring that 2 buttons of the same class are not selected together.
I have also made the website=>
This is a test website and is subject to changes

p.s. If the link seems broken check the project page!

Devlog 8

Section 1 and Pixelated Borders

Created and wrote the first section with the problem statement and a short description of the project and my motivations. I also added the pixelated corners of my website to continue with the pixel art theme. I am going to start working on the augmentation tester and model architecture next.

Devlog 7

Background Star Twinkle and Base Sections.

I changed the JavaScript section to have random timings, size and positions of the stars in the script. I also changed the css to reflect the same and also added the transform command to the keyframe. I also set up the font (pixl sans) and also made the headers and base divs for the sections.

Devlog 6

Small explanatory website.

Working on making an explanation for this project to help in shipping and also to show to people. I have started working on the base HTML and CSS, but I have also added small twinkling stars in the background.

Devlog 5

Early stopping + Test Function

Added early stopping to prevent the model from overfitting and to preserve the best values. Added scikit-learn to work on the testing side and to help with storing the data for the multiple runs I do. The be-all and end-all will be running the model multiple times with different augment values and to see the sweet spot where the augmentation of the dataset starts to help generate more accurate results.

Devlog 4

Added Augment Number and Seed, Added Validation Test Set and introduced CSV files for proper attribution.

In Augment.py I finally bit the bullet and changed the script to work with titles like the name of the file. It will now also generate reproducible random results based on a seed function and number augments needed. In the Main.py I added validation data step to more clearly see where the model was over fitting. Also added the 2 data CSV files.

Devlog 3

Ok, so I just finished with the testing data set and logging all the data in the csv files, I hope to automate this in the future, but currently I’m working on making the data augmentation pipeline faster.

Added Validation and History for Tracking.

I removed the dataset from git status updates and will update it to another website or upload it git in the last commit. I added a validation dataset (splitting) and added it to model.fit. On top of that to track the model, I added history and charts to track the model.

Devlog 1

Augmented the Data.

Fixed file structure again, making it more cleaner and using .gitignore properly. Fixed the augment.py to work with the entire file at once instead of needing to select each file seperately. Fixed the Readme file to have a format, will update it as and when I complete said project.

To-do

• Input changes to the CNN for effective learning
• Adding a test/train split
• Documenting the changes that occur when Batch Size/Epochs are changed. (not really sure on this one)

Final Devlog!
Finished with the final touches and added all my own information! I’m going to ship it!

DevLog #3

What I did.

• Made a cute red panda and redrew the bamboo multiple times to make it fit continuously.
• Made said Bamboo, gave up and then proceeded to take the one good section and copy it to make the pole.
• Finally figured out how to use flex CSS and fixed the margins and padding to make it look smooth as pixels.
• FINALLY DEPLOYED IT :- https://pratyush-m-code.github.io/

What I learned.

Classes and ids are infact ridiculous, i am not going insane. I would like to add that everything should be made into a class and ids should be ** abolished ** .
Flex CSS is pretty cool and solves problems that I didn’t know existed like the margins of my tree-project div being too wide that the text cut off.
Lorem ipsum text is a life saver.
There is no such thing as too much organization. Things can always be over complicated.
P.S. Operas while coding are fantastic.

Design

Ok the panda does not add much, but i expect with further additions, the pixel jungle theme will begin to shine. I might dial down the colours tho.

TODO

• Fix the scroll wheel as it looks hideous
• Add a lil leaves falling off from the mouse animation
• Add text about me,myself and I.
• Fix the test header and footer

Added base HTML, CSS files and made pixelateCorner Function.

Worked on the base of the CSS file,fixing the colour scheme and making a proper base for future stuff. Made the basic website HTML and finalized the ids and classes of the divs (yet to be added). And made a pixlateCorner function to make the divs look nicer and more on theme.

Devlog #1 - Initalized html, fixed hackatime and fooled around with css to make a cohesive theme.