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AskDB
An AI agent that answers plain-language questions about your data with validated, read-only SQL, tables, and charts.
- Python
- FastAPI
- Next.js
- TypeScript
- SQLGlot
Public projectAcademic projectAcademic work · Web· AI· Computer Vision
VisionCare AI
A computer vision capstone that explores classifying eye images with convolutional neural networks.
Overview
The academic prototype first checks whether an upload shows an eye, then classifies it using a model trained on four categories. The repository includes VGG16 and ResNet18 experiments, a Flask model API, and a React frontend backed by Laravel.
Case study
The problem
An image classifier should not assign an eye condition to an upload that is not an eye.
Key decisions
Validate the input before classification
The capstone uses one model to check whether the upload shows an eye, then a second model to classify it. The repository documents VGG16 and ResNet18 experiments. It is an academic prototype.
Product artwork
A cover and three feature panels designed around the product’s interface and colors. Select any image to see it in full.
03 / Technologies
Technologies
- Python
- PyTorch
- Flask
- Laravel
- React
- Jupyter
04 / Public resources
Public resources
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