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Add Faster R-CNN VOC07+12 experiment #350

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merged 6 commits into from
Sep 13, 2017

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yuyu2172
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Merge after #265

'voc0712': {
'n_fg_class': 20,
'url': 'https://github.com/yuyu2172/share-weights/releases/'
'download/0.0.4/faster_rcnn_vgg16_voc0712_2017_07_21.npz'
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This model is not marked as _trained_ although VOC07 model is marked. Was this model converted from Caffe or other frameworks?

```
$ python train.py [--gpu <gpu>]
$ python train.py --dataset voc0712 --gpu GPU --step_size 80000 --iteration 110000
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$ python train.py --dataset voc0712 --step_size 80000 --iteration 110000 [--gpu <gpu>]

@@ -44,11 +45,14 @@ On top of that, the anchors are not discretized in ChainerCV.


### Train code
For training with VOC07
```
$ python train.py --dataset voc07 --gpu GPU --step_size 50000 --iteration 70000
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$ python train.py --dataset voc07 --step_size 50000 --iteration 70000 [--gpu <gpu>]

@yuyu2172 yuyu2172 added this to the v0.7 milestone Aug 22, 2017
@@ -4,7 +4,8 @@

| Training Setting | Evaluation | Reference | ChainerCV |
|:-:|:-:|:-:|:-:|
| VOC 2007 trainval | VOC 2007 test| 69.9 mAP [1] | 70.6 mAP |
| VOC07 trainval | VOC07 test| 69.9 mAP [1] | 70.6 mAP |
| VOC2007\&2012 trainval | VOC07 test| 73.2 mAP [1] | 74.7 mAP |
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I think adding spaces around | is beautiful. VOC07 test| -> VOC07 test |

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VOC07 trainval and VOC2007\&2012 trainval look inconsistent.

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Thank you for pointing that out.

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@Hakuyume Hakuyume left a comment

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LGTM

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