ID: 5dc20a9d19ef63725087b9d7

NASNET

by Kunal Goyal

NASNet for Image classification


License: MIT License

Tags: Keras Nasnet Image classification CNN

 Model stats and performance
Dataset Used Imagnet
Framework Keras
OS Used Linux
Publication View
Inference time in seconds per sample.

Screenshots


NASNET FOR OBJECT CLASSIFICATION

WHAT IS IT?

In NASNet, though the overall architecture is predefined as shown above, the blocks or cells are not predefined by authors. Instead, they are searched by reinforcement learning search method i.e. the number of motif repetitions N and the number of initial convolutional filters are as free parameters, and used for scaling.

HOW TO USE?

To run The Inference Script run this command python run.py pexels-photo-326875.jpeg

For help, python run.py -h

ARGUMENTS DETAILS HELP OPTIONS
input INPUT IMAGE Mention the input image path

WHAT ARE THE REQUIREMENTS?

To get all the requirements and dependencies installed run the command For GPU - pip install -r gpu_requirements.txt For CPU - pip install -r cpu_requirements.txt

Author View Profile

Kunal Goyal
New Delhi, India.
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I solve complex realworld problem through code..

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