---
# System prepended metadata

title: '# Video and AI Validation'

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## Task #1 BKM and Validation Report

![](https://hackmd.io/_uploads/Bkgg8YIoc3.png)


### BKC

Windows 10/11 or Ubuntu 22.04
Python 3.10
OpenVINO 2023.0.1 Release

### Get Started

https://docs.openvino.ai/2023.0/openvino_docs_install_guides_overview.html?ENVIRONMENT=DEV_TOOLS&OP_SYSTEM=WINDOWS&VERSION=v_2023_0_1&DISTRIBUTION=PIP

### Benchmark

Run with sequnece of batch size from 1, 2, 4,8 .. 256,512, ... until out ouf memory

Monitor Arc Control for Freq, themral, EU utilization

FP32, FP16, INT8 on CPU, iGPU and dGPU
#### [Image Classification]
Resnet50v1.5 bs_1
Resnet50v1.5 bs_64
Resnet50v1.5 bs_128
Resnet50v1.5 bs_256

#### [Object Detection]
yolo_v7_608 bs_1
yolo_v7_608 bs_64
yolo_v7_608 bs_128
yolo_v7_608 bs_256

#### [Command]
CPU:

benchmark_app -m yolov7.xml -d CPU -hint tput -shape [256,3,640,640]

GPU:
benchmark_app -m yolov7.xml -d GPU -hint tput -shape [256,3,640,640]


![](https://hackmd.io/_uploads/SkcwOIiqh.png)

## Taks 2 : Video Codec validation




