https://github.com/sondh0127/deepvisiongr_facedetection

https://github.com/sondh0127/deepvisiongr_facedetection

Last synced: 12 days ago
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• Host: GitHub
• URL: https://github.com/sondh0127/deepvisiongr_facedetection
• Owner: sondh0127
• Created: 2019-05-05T15:31:26.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2021-09-08T00:58:46.000Z (over 3 years ago)
• Last Synced: 2024-04-24T04:43:40.629Z (9 months ago)
• Language: Python
• Size: 19.8 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

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README

        
# Facial-Detecion

## Overview

Using WIDER FACE Dataset to detect human face using Single Shot Detection

## Installation

The necessary dependencies are in the requirements.txt file so just run this before running the actual code to get them installed. May require some extra effort for OpenCV though.

``

pip3 install -r requirements.txt

``

## Usage

Download the dataset and either change "DRIVE_BASE_PATH" in config/path.py or put the dataset into dataset folder.

Follow the instruction in face_train.ipynb for "base model" and face_train_large_mul.ipynb for "bigger base model" 

(included 2 bigger feature maps before conv4_3 to increase small faces detection performance) 

## Model Weight: 

Available checkpoints:

Base model:

https://drive.google.com/drive/folders/1FM9HKf_7m8T3uwCpeUdjLea_hI04Flo1?fbclid=IwAR1e8qremq6p-oytBnKximrzQwGdSW4XmwK3115J1TqNuVXWFD3GP_CUJeE

Large model:

https://drive.google.com/drive/folders/19qg2-Gp17rPrxv6bhhqawmc74Re4uRrd?fbclid=IwAR1LfZ5vx99OAWFzYfkAdjGY8GKBpa3Hu5J5jytBkOAC71q5_P27bclh3N0