Ahmed Mostafa's Projects
:memo: References list for machine learning and deep learning in computer vision.
πΊ Discover the latest machine learning / AI courses on YouTube.
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
Let's discover films.
PALIGEMA: This project involves integrating both text and image data using a multimodal model. While the model is designed to process and generate outputs based on these two types of inputs, I built the code around a pretrained model to leverage existing capabilities and enhance performance.
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
Build a Web Interface to Check Question Similarity Using Machine Learning and Deep Learning with Quora Datasets
RAG-Powered Interactive Chatbot with Llama3
This project automates the counting of rebars in imagesβa task that can be challenging for humans, as our eyes are better suited for qualitative rather than quantitative assessments. By leveraging the Faster R-CNN model from Meta, this project provides an efficient and accurate solution for detecting and counting rebars in construction images.
A recommendation system with collaboration with W&B features
sea-level-rise