AmirhosseinHonardoust / Image-Classification-CNNLinks
Image classification with PyTorch using Convolutional Neural Networks (CNNs). Trains on MNIST with convolution, pooling, and fully connected layers. Achieves over 99% accuracy with early stopping and checkpoints. Includes training/evaluation scripts, metrics, confusion matrix, training curves, and sample prediction visualizations.
☆24Updated 4 months ago
Alternatives and similar repositories for Image-Classification-CNN
Users that are interested in Image-Classification-CNN are comparing it to the libraries listed below
Sorting:
- Customer reviews sentiment analysis with Python and NLP. Generates a synthetic dataset of positive, neutral, and negative reviews, applie…☆23Updated 4 months ago
- Customer churn prediction with Python using synthetic datasets. Includes data generation, feature engineering, and training with Logistic…☆23Updated 4 months ago
- A PyTorch implementation of a Deep Convolutional GAN (DCGAN) trained on MNIST. Includes training scripts, generator & discriminator model…☆26Updated 4 months ago
- Synthetic sales data analysis with Python. Generate realistic sales transactions, clean and validate data, compute KPIs, and visualize re…☆27Updated 2 months ago
- Movie recommendation system with Python. Implements content-based filtering (TF-IDF + cosine similarity), collaborative filtering with ma…☆26Updated 4 months ago
- Detect suspicious financial transactions using SQL and Python. Build user-level behavioral features in SQLite, apply Isolation Forest for…☆26Updated 3 months ago
- Analyze employee performance and productivity using SQL and Python. Build HR dashboards to evaluate departmental KPIs, efficiency trends,…☆28Updated 3 months ago
- End-to-end sentiment analysis of tweets using BERT. Includes preprocessing, training, and evaluation with classification reports, confusi…☆34Updated 4 months ago
- A comprehensive deep dive into how Variational Autoencoders (VAEs) learn to generate realistic synthetic tabular data. This project explo…☆18Updated 2 months ago
- An AI-driven productivity tracking app built with Python, Streamlit, SQLite, and Machine Learning. It logs and analyzes study sessions, p…☆28Updated 2 months ago
- Detect and classify fraudulent transactions using SQL and Python. Generate behavioral features with SQLite, train a Logistic Regression m…☆30Updated 3 months ago
- Python project for Market Basket Analysis. Generates synthetic retail transactions, mines frequent itemsets using Apriori & FP-Growth, de…☆31Updated 3 months ago
- I’m Amirhosein Honardoust, a passionate developer and data scientist with experience in Python, PyTorch, deep learning, and machine learn…☆36Updated 3 weeks ago
- TextForge — A modern web toolkit for text processing, data formatting, encoding, hashing, and utility generation. Built with React, TypeS…☆83Updated 6 months ago
- End-to-end demand forecasting with Python using synthetic time-series sales data. Includes data generation, cleaning, ARIMA/SARIMA model …☆24Updated 4 months ago
- Config files for my GitHub profile.☆22Updated last week
- Objective Develop a web-based chatbot application where users upload resumes (PDF or image). The system should: 1. Extract resume content…☆22Updated 3 months ago
- Explore JavaScript through Armenian articles and practical tasks 🇦🇲 📜☆28Updated 3 months ago
- An end-to-end image captioning project using a CNN encoder (ResNet-50) and LSTM decoder in PyTorch. Includes vocabulary building, preproc…☆39Updated 4 months ago
- My profile☆73Updated this week
- Personal Portfolio Website (Charity, GitHub, & Brew APIs built with Spring Boot & ReactJS)☆25Updated this week
- Hello everyone My name is Murad. I have edited my first portfolio site here. I have added HTML CSS JS here. You can look at this code her…☆61Updated 3 months ago
- Missing Data Doctor is a diagnostic and treatment toolkit for missing values in machine learning datasets. It profiles missingness patter…☆16Updated 2 months ago
- bcm-user-daemon is a tool for testing and debugging Broadcom's SDK, working with the bcm.user executable. It helps developers verify func…☆20Updated 6 months ago
- Predict the profitability of potential coffee shop locations using SQL and Python. Combines data engineering with feature-rich regression…☆37Updated 3 months ago
- meu perfil☆43Updated last month
- ☆21Updated 11 months ago
- An advanced "content-based filtering" movie recommendation system built with Python, scikit-learn, and SQLite. It provides personalized m…☆81Updated 3 weeks ago
- About me☆86Updated this week
- ☆38Updated 5 months ago