Metadata-Version: 2.1
Name: soco-yolo
Version: 0.0.5
Summary: YOLO wrapper
Home-page: https://www.soco.ai
Author: kyusonglee
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: Free for non-commercial use
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown

## YoloV5 
### Download models
    yolo/resources
    ├── yolov5x.pt

### Working Directory:
    cd yolo

### install dependencies
    pip install -r requirements.txt

### run API
    uvicorn models.http.server:app --host 0.0.0.0 --workers 4

### Benchmark
|  | n_jobs | batch_size | pps | cuda |
|---|---|---|---|---|
|  | 5 | 20 | 37.5 | 14126 |
|  | 5 | 10 | 37 | 11516 |
|  | 4 | 40 | 34.8 | 14959 |
|  | 4 | 30 | 35.9 | 13527 |
|  | 4 | 20 | 35.2 | 11303 |
|  | 4 | 10 | 35.4 | 9215 |
|  | 3 | 60 | 33.1 | 15008 |
|  | 3 | 30 | 33.2 | 10148 |
|  | 3 | 10 | 32.4 | 6914 |
|  | 2 | 100 | 27.6 | 14939 |
|  | 2 | 50 | 28.6 | 8937 |
|  | 2 | 10 | 27.5 | 4613 |

Based on model: yolov5x

