Unverified Commit 4d7264a4 authored by srihari-humbarwadi's avatar srihari-humbarwadi
Browse files

placeholder for checkpoint links

parent 0f36a904
......@@ -44,7 +44,7 @@ $ unzip $DATA_DIR/annotations/panoptic_val2017.zip -d $DATA_DIR
### Create TFrecords
```bash
cd official/vision/beta/data
$ cd official/vision/beta/data
$ python3 create_coco_tf_record.py \
--logtostderr \
......@@ -115,15 +115,14 @@ $ python3 train.py \
--experiment panoptic_fpn_coco \
--mode eval \
--model_dir $MODEL_DIR \
--tpu $TPU_NAME \
--params_override=$OVERRIDES
```
**Note**: The [PanopticSegmentationGenerator](https://github.com/tensorflow/models/blob/ac7f9e7f2d0508913947242bad3e23ef7cae5a43/official/vision/beta/projects/panoptic_maskrcnn/modeling/layers/panoptic_segmentation_generator.py#L22) layer uses dynamic shapes and hence generating panoptic masks is not supported on Cloud TPUs. Running evaluation on Cloud TPUs is not supported for the same reson.
## Pretrained Models
Backbone | Schedule | Experiment name | Box mAP | Mask mAP | Overall PQ | Things PQ | Stuff PQ
:------------| :----------- | :---------------------------| ------- | ---------- | ---------- | --------- | -------:
ResNet-50 | 1x | `panoptic_fpn_coco` | 38.19 | 34.25 | 39.14 | 45.42 | 29.65
ResNet-50 | 3x | `panoptic_fpn_coco` | 40.64 | 36.29 | 40.91 | 47.68 | 30.69
Backbone | Schedule | Experiment name | Box mAP | Mask mAP | Overall PQ | Things PQ | Stuff PQ | Checkpoints
:------------| :----------- | :---------------------------| ------- | ---------- | ---------- | --------- | -------- | ------------:
ResNet-50 | 1x | `panoptic_fpn_coco` | 38.19 | 34.25 | 39.14 | 45.42 | 29.65 | [ckpt]()
ResNet-50 | 3x | `panoptic_fpn_coco` | 40.64 | 36.29 | 40.91 | 47.68 | 30.69 | [ckpt]()
**Note**: Here 1x schedule refers to ~12 epochs
......
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