Google Docs - Object Insight Report
-
Model Trained from Scratch -
Model Trained with Tranfer Learning
Developed an object feature visualizer using the VGG19 Model with various visualization algorithms including Receptive Field, Backpropagation, Deconvnet, Guided-backpropagation, Grad-CAM, and Guided Grad-CAM. This project culminated in a comprehensive report analyzing the effectiveness and nuances of these different techniques.
- Tensorflow
- Keras
- Scikit-learn
- Pandas
- Matplotlib
- Python