https://github.com/imgcook/pipcook-plugin-detectron-maskrcnn-model

Pipcook plugin for detectron maskrcnn model definition.
https://github.com/imgcook/pipcook-plugin-detectron-maskrcnn-model

Last synced: 3 days ago
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Pipcook plugin for detectron maskrcnn model definition.

• Host: GitHub
• URL: https://github.com/imgcook/pipcook-plugin-detectron-maskrcnn-model
• Owner: imgcook
• License: apache-2.0
• Created: 2020-08-12T12:18:04.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-10-20T09:38:26.000Z (about 4 years ago)
• Last Synced: 2024-08-02T19:01:36.045Z (4 months ago)
• Language: TypeScript
• Homepage:
• Size: 11.7 KB
• Stars: 0
• Watchers: 8
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-imgcook - imgcook/pipcook-plugin-detectron-maskrcnn-model

README

        
# @pipcook/plugins-detectron-maskrcnn-model-define

### Description

This plugin defines object detection / instance segmentation model. This model is [maskrcnn](https://arxiv.org/abs/1703.06870). The whole staff is built on top on [detectron2](https://github.com/facebookresearch/detectron2).

### Required Parameters

| Parameter | Type | Description |

|:----------|:-----|:------------|

### Optional Parameters

| Parameter | Type | Default Value | Description |

|:----------|:-----|:------|:-----|

|baseLearningRate|number|0.00025|base learning rate|

|numWorkers|number|0|workers for data loader.|

|numClasses|number|0|Number of classes of dataset. Only specify this value when you provide your own model. Otherwise just leave as 0|

|recoverPath|string|null|path to model pretrained|

### Example

```json

"modelDefine": {

  "package": "@pipcook/plugins-detectron-maskrcnn-model-define"

},

```