SSD¶

Category: model.detection.2d
Version: 1.0.0
UUID: 373fd220d968573c5053dae8e3d9ab5fff4ceb8a4baa6be2beba048f3ecc66f1
Execution context: leip_af
Choice Priority: 0.1

Subcomponent Parameters¶

Name	Synonyms	Allowable Categories
Optimizer	`optimization.optimizer`	`optimization.optimizer.generic`
Scheduler	`optimization.scheduler`	`optimization.scheduler.generic`

Value Parameters¶

Name	Synonyms	Type	Values
Model Architecture	`model.variation`, `model.backbone`, `model.architecture`	choice	`vgg16-ssd` (VGG16 & SSD) `mb1-ssd` (Mobilenet v1 & SSD) `sq-ssd-lite` (Squeezenet & SSD Lite) `mb2-ssd-lite` (Mobilenet v2 & SSD Lite) `mb3-large-ssd-lite` (Mobilenet v3 Large & SSD Lite) `mb3-small-ssd-lite` (Mobilenet v3 Small & SSD Lite)
Input Shape	`model.input.width`, `model.input.height`	scalar	int
Prediction Confidence Threshold	`post_processor.confidence`, `post_processor.confidence_threshold`	scalar	float, min: 0.0, max: 1.0
Use Pretrained Backbone	`model.use_pretrained`, `model.backbone.use_pretrained`	scalar	bool
Include decoding in Graph	`model.include_decoding`, `export.include_decoding`	scalar	bool

Constraints¶

SSD model requires 300x300 input (model.input.width == 300 and model.input.height == 300)

This component fits into¶

Name	UUID	Synonyms
Full Recipe	`4511dd...`	`model`