Metadata-Version: 1.2
Name: fine_grained_segmentation
Version: 0.1.2
Summary: Mask R-CNN for Fine-Grained segmentation
Home-page: https://github.com/vinny-palumbo/fine_grained_segmentation
Author: Vincent Palumbo
Author-email: vinnypalumbo.com@gmail.com
License: MIT
Description: # Fine-Grained Segmentation
        
        This is a project for fine-grained segmentation on clothing items in images, implemented in Python 3 and ONNX. A deep learning model generates bounding boxes and segmentation masks for each instance of an object in the image. It's based on [Matterport Mask R-CNN](https://github.com/matterport/Mask_RCNN)
        
        ## Requirements
        
        Python 3.5, ONNX runtime, and other common packages listed in `requirements.txt`.
        
        ## Installation
        
        1. Clone this repository
        2. Run setup to install the library
           ```bash
           python3 setup.py install
           ```
           If it failed to install the dependencies, run
           ```bash
           pip3 install -r requirements.txt
           ```
        
        ## Getting Started
        
        * [detect.py](fine_grained_segmentation/model/detect.py) detects and segments fashion items in an image
        
        
        
        
        
Platform: UNKNOWN
Requires-Python: >=3.4
