# gst-plugins-tf

**Repository Path**: xuanwu348/gst-plugins-tf

## Basic Information

- **Project Name**: gst-plugins-tf
- **Description**: No description available
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-12-16
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# gst-plugins-tf

- Allows to inject [Tensorflow Models Zoo](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md) to Gstreamer Pipeline
- [Labels](https://github.com/tensorflow/models/tree/master/research/object_detection/data)

## Installation

    python3 -m venv venv
    source venv/bin/activate
    pip install -r requirements.txt

## Usage

    export GST_PLUGIN_PATH=$PWD/gst

### Plugins
#### gst_tf_detection
    GST_DEBUG=python:4 gst-launch-1.0 filesrc location=video.mp4 ! decodebin ! videoconvert ! \
    video/x-raw,format=RGB ! gst_tf_detection config=data/tf_object_api_cfg.yml ! videoconvert ! gtksink sync=False

##### Parameters
 - **config**: path to filename of [Config Format](https://github.com/jackersson/gst-plugins-tf/blob/master/docs/tf_object_detection_model_config.md)
 - **model**: instance of object [TFObjectDetectionModel](https://github.com/jackersson/gst-plugins-tf/blob/master/gst/python/gst_tf_detection.py#L90)

#### gst_detection_overlay
    gst-launch-1.0 filesrc location=video.mp4 ! decodebin ! videoconvert ! \
    video/x-raw,format=RGB ! gst_tf_detection config=data/tf_object_api_cfg.yml ! videoconvert ! \
    gst_detection_overlay ! videoconvert ! gtksink sync=False

### Utils
 - [convert_labels_pbtxt_to_yml](https://github.com/jackersson/gst-plugins-tf/blob/master/utils/convert_labels_pbtxt_to_yml.py)

       python3 convert_labels_pbtxt_to_yml.py -f mscoco_label_map.pbtxt