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A newer version of the Gradio SDK is available:
4.42.0
metadata
license: mit
title: app gradio
sdk: gradio
model is trained using pytorch-lightning. and gives above 90 percent accuracy. training code can be found at this repo - https://github.com/srikanthp1/S12.git
bringing up the app takes time as it has to download test_downloader
we have three tabs one for each option
1) takes image as input. gets the top k and also gives the grad cam on desired layer
give an example image or other image along with transparency(opacity), layer for gradcam, top classes number
UI FOR IMAGE INPUT
(https://huggingface.co/spaces/srikanthp07/s12/tree/main/examples/cat.png)
2) misclassified images - gets misclassified images from test_loader
give number of images to display, from test_dataloader
UI FOR MISCLASSIFIED IMAGE
OUTPUT SAMPLE
3) get all images from test_loader and give grad cam
give number of images, transparency for overlap, layer number which is upto 3 3 being very spotty