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animal-classification

Applying feature extraction with VGG-16 to classify animals images using logistic regression, linear SVM and multilayer perceptron. Models are implemented from scratch.

artificialintelligiencealgorithms

some scripts for artificial intelligence problems.

dataanalysis1

digit-recognition

implementation of MLP from scratch to classify digits(0-9) using the MNIST dataset. I Made a GUI to make it more interactive.

evacuationelevatorsystem

Evacuation Elevator System

flower-clustering

clustering flower images by applying feature extraction, pca and kmeans clustering algorithm

fly

a c-based language parser written specifically for drone functionalities

fruit-vegetable-classification

Training a simple ConvNet to classify fruits and vegetables using PyTorch

huffman-coding

implementation of huffman coding in python

human-emotion-recognition

classifying human emotions with CNN and SVM models, then comparing these models.

image-segmentation-keras

seam segmentation with mobilenet-unet

jointhedots

a game for kids.

modified-tsp

Given a problem that is similar to a Traveling Salesman Problem with some constraints. We have 30 islands that we have to travel and since the road between them differs as Asphalt, Concrete and Gravel, the cost of traveling between 2 islands is different from the others. Also, coordinates of the islands can make time between 2 islands longer or shorter. In addition to that we have storm constraints so that when a storm happens between 2 islands, the truck cannot use that road. To solve this problem we mainly used a TSP algorithm

new-york-times-puzzle

scrape new york times 5x5 puzzle and generate new clues.

nua

a c-based language parser

pokemon-autoencoder

Training a Vanilla AutoEncoder to encode and decode pokemons using PyTorch

primevue

UI Components for Vue

retrospacegame

space invader game. Implementation is inspired from https://www.youtube.com/channel/UCirPbvoHzD78Lnyll6YYUpg

snakegame

retro snake game, little bit bugged.

srsautologin

automatically login to bilkent srs

trojan

a c-based language parser specifically written for set operations.

video-game-distribution-service

web-based database application for digital video game distribution. The system consists of 5 user types which are Person, Curator, Publisher, Developer and Tester.

yolov5

fine-tuning YOLOv5 to detect baseball balls.