Arman Yazdani's repositories
Polyp-detection
Detecting colonoscopy polyps with aid of Deep networks
Lumen-Detection
Converting small general object detecting models to lumen experts
ChatBot
A chat agent equipped with RAG&Web search and capable of 20Q guessing game
DeepLabv3plus
Adapting DeepLabv3+ on personal medical data set
UNet-Segmentation
Conducting a delicate training process on conventional UNet for segmentation of custom data set
DQN-SAC
Employing reinforcement learning algorithms like Deep Q-Network and Soft actor critic
GCN
Applying Graph Convolution Networks for enhanced classification
Informal2Formal
Fine‑tuning mT5‑base with LoRA for Informal → Formal Style Transfer (Persian)
ViT
Rewriting Vision Transformer from scratch to attain a deep understanding of its core components
Transformer
Exploiting a Transformer-based model for sentiment analysis on the IMDb movie review dataset
Adversarial-attacks
Enlightening the use of adversarial attacks in image classification
LSTM
Acquiring a LSTM-based Seq2Seq model for Abstractive Summarization
RNN-GRU
Implement and compare recurrent neural network models for time series prediction
CNN
A deeper investigation of parameters of a convolutional neural network on visual data sets
RBM
Exercising a Restricted boltzman machine(RBM) to generate MNIST images
Dimensionality-Reduction-and-Clustering
Delving in ML approaches on data analysis and processing.
DeepSVG-Segmentation
Implementing paper Deep Gaussian mixture model for unsupervised image segmentation
Segmentation-Clustering
Approaching clustering methods as segmentors
Classic2Deep-Denoising
Transforming a classic denoising method to a Deep one!
Noise2Noise-Self2Self
Specializing N2N and S2S on distinct image processing tasks
Modern-Denoising
Utilizing Noise2Clean models(NAFNet, Restormer) on domain-specific dataset
Classic-Denoising
Practical project of deploying classic denoising methods.
Preliminary-Image-Processing
Getting acquainted with image processing and denoising
Graph-clustering-2
Application of graph analysis methods on paper' data set clustering
theveryhim
ReadMe Repo
Regressor
Regressing how many citations a given paper will have based on its abstract, title, year
RAG
Retrieving relevant papers from the database of papers based on query
Basic-Data-analysis
Working with basic Python tools frequently used in data science
Web-data-crawling
Crawling web for specific topics papers
NLP-and-Deployment
Deploying analysis results of papers dataset on a deep model for prediction.