https://github.com/jrhea/inference-engine

ml inference engine
https://github.com/jrhea/inference-engine

gpu-computing machine-learning python

Last synced: 6 days ago
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ml inference engine

• Host: GitHub
• URL: https://github.com/jrhea/inference-engine
• Owner: jrhea
• License: apache-2.0
• Created: 2020-04-09T02:02:30.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-04-09T02:09:12.000Z (over 4 years ago)
• Last Synced: 2024-10-29T00:40:53.317Z (about 2 months ago)
• Topics: gpu-computing, machine-learning, python
• Language: Python
• Size: 10.7 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Inference Engine

## Model Info

***Fire Model***

inputs: 224x224 PNG images

***Wind Model***

inputs: 224x224 PNG images

## Client Instructions

***Usage: run.sh***

```bash

$ ./run.png [fire|wind] [path/to/image.png]

```

***Example: fire***

```bash

$ ./run.sh fire examples/fire/fire1.png

[{'confidence': '0.999692', 'label': 'Heavy DAMAGE fire'}, {'confidence': '0.000308329', 'label': 'No DAMAGE fire'}]  

```

***Example: wind***

```bash

$ ./run.sh wind examples/wind/partial_damage2.png

[{'confidence': '0.938072', 'label': 'PARTIAL DAMAGE'}, {'confidence': '0.0614239', 'label': 'HEAVY DAMAGE TL'}]  

```

## Server Instructions