ID: 5dc40199c8cd7e5105f4f7e1
SSD-VGG16
Object Detection using SSD with VGG as base Network
License: Apache License 2.0
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Model stats and performance
| Dataset Used | VGGFACE2 |
| Framework | PyTorch |
| OS Used | Linux |
| Publication | View |
Inference time in seconds per sample.
Screenshots
OBJECT DETECTION USING SINGLE SHOT DETECTOR
WHAT IS IT?
Object Detection is a very populated domain, which deals with the detection of objects using certain algorithms either in an image or in a video. Single Shot Detector, a single-stage detector uses VGG16 as a base network and uses extra layers for multi-scale feature extraction.
HOW TO USE?
To run The Inference Script run this command
SAMPLE COMMAND
python run_static.py --input cat.jpg python run_live.py
| ARGUMENTS | DETAILS | HELP OPTIONS |
|---|---|---|
| –image | 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
Rahul Kanojia
New Delhi
Gold
21
LEVEL
7075 Profile
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Curious Mind with a Knack in Deep Learning
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