Arijit Das / Pneumonia detection using EdgeML

This is your Edge Impulse project. From here you acquire new training data, design impulses and train models.

Images

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Download block output

Title	Type	Size
Image data, Image, Neural Network (Keras) #2 (2D Conv 32/16 2x dropout, higher LR) / Image testing data	NPY file	973 windows
Image data, Image, Neural Network (Keras) #2 (2D Conv 32/16 2x dropout, higher LR) / Image testing labels	NPY file	973 windows
Image data, Image, Neural Network (Keras) #2 (2D Conv 32/16 2x dropout, higher LR) / NN Classifier model	TensorFlow Lite (float32)	247 KB
Image data, Image, Neural Network (Keras) #2 (2D Conv 32/16 2x dropout, higher LR) / NN Classifier model	TensorFlow Lite (int8 quantized)	66 KB
Image data, Image, Neural Network (Keras) #2 (2D Conv 32/16 2x dropout, higher LR) / NN Classifier model	TensorFlow Lite (int8 quantized with float32 input and output)	67 KB
Image data, Image, Neural Network (Keras) #2 (2D Conv 32/16 2x dropout, higher LR) / NN Classifier model	TensorFlow SavedModel	241 KB
Image data, Image, Neural Network (Keras) #1 (2D Conv 64/32 0.25 dropout at the end, cycles 5, LR 0.0005) / Image testing data	NPY file	973 windows
Image data, Image, Neural Network (Keras) #1 (2D Conv 64/32 0.25 dropout at the end, cycles 5, LR 0.0005) / Image testing labels	NPY file	973 windows
Image data, Image, Neural Network (Keras) #1 (2D Conv 64/32 0.25 dropout at the end, cycles 5, LR 0.0005) / NN Classifier model	TensorFlow Lite (float32)	528 KB
Image data, Image, Neural Network (Keras) #1 (2D Conv 64/32 0.25 dropout at the end, cycles 5, LR 0.0005) / NN Classifier model	TensorFlow Lite (int8 quantized)	138 KB
Image data, Image, Neural Network (Keras) #1 (2D Conv 64/32 0.25 dropout at the end, cycles 5, LR 0.0005) / NN Classifier model	TensorFlow Lite (int8 quantized with float32 input and output)	138 KB
Image data, Image, Neural Network (Keras) #1 (2D Conv 64/32 0.25 dropout at the end, cycles 5, LR 0.0005) / NN Classifier model	TensorFlow SavedModel	500 KB

Clone project

You are viewing a public Edge Impulse project. Clone this project to add data or make changes.

Summary

Data collected

4,729 items

Project info

Project ID	18340
Project version	1
License	No license attached