This is a Caffe2* version of densenet-121
model, one of the DenseNet group of models designed to perform image classification. This model was converted from Caffe* to Caffe2* format. For details see repository https://github.com/facebookarchive/models/tree/master/densenet121, paper https://arxiv.org/abs/1608.06993.
Metric | Value |
---|---|
Type | Classification |
GFLOPs | 5.723 |
MParams | 7.971 |
Source framework | Caffe2* |
Metric | Value |
---|---|
Top 1 | 74.904% |
Top 5 | 92.192% |
Image, name - data
, shape - 1,3,224,224
, format is B,C,H,W
where:
B
- batch sizeC
- channelH
- heightW
- widthChannel order is BGR
. Mean values - [103.94,116.78,123.68], scale value - 58.8235294.
Image, name - data
, shape - 1,3,224,224
, format is B,C,H,W
where:
B
- batch sizeC
- channelH
- heightW
- widthChannel order is BGR
.
Object classifier according to ImageNet classes, name - fc6
, shape - 1,1000,1,1
, contains predicted probability for each class in logits format.
Object classifier according to ImageNet classes, name - fc6
, shape - 1,1000,1,1
, contains predicted probability for each class in logits format.
You can download models and if necessary convert them into Inference Engine format using the Model Downloader and other automation tools as shown in the examples below.
An example of using the Model Downloader:
An example of using the Model Converter:
The original model is distributed under the Apache License, Version 2.0. A copy of the license is provided in APACHE-2.0.txt.