Projects AI/ML
11
Garbage Image Classification
An image classification experiment using EfficientNetV2S and transfer learning. Practiced adapting a pretrained vision model to garbage classification.
Project Preview 01 / 01
Ownership
Personal Project
Role
Machine Learning Engineer
Team
Independent Project
My Role
- 01 Prepared image data for garbage categories.
- 02 Applied transfer learning with EfficientNetV2S.
- 03 Evaluated a convolutional image-classification workflow.
Features
- 01 Image preprocessing
- 02 Transfer learning
- 03 Garbage category prediction
- 04 EfficientNetV2S model
Impact
- Demonstrates practical application of pretrained vision models to an environmental use case.
Tech Stack
EfficientNetV2STransfer LearningCNN