change bbox to norm, refine face extractor

1 files changed, 0 insertions, 126 deletions

diff --git a/megapixels/commands/demo/face_detection.py b/megapixels/commands/demo/face_detection.py
deleted file mode 100644
index 488cc80d..00000000
--- a/megapixels/commands/demo/face_detection.py
+++ /dev/null
@@ -1,126 +0,0 @@
-"""
-Crop images to prepare for training
-"""
-
-import click
-# from PIL import Image, ImageOps, ImageFilter, ImageDraw
-
-from app.settings import types
-from app.utils import click_utils
-from app.settings import app_cfg as cfg
-
-
-@click.command()
-@click.option('-i', '--input', 'opt_fp_in', default=None, required=True,
-  help='Image filepath')
-@click.option('-o', '--output', 'opt_fp_out', default=None,
-  help='GIF output path')
-@click.option('--size', 'opt_size', 
-  type=(int, int), default=(300, 300),
-  help='Output image size')
-@click.option('-g', '--gpu', 'opt_gpu', default=0,
-  help='GPU index')
-@click.option('-f', '--force', 'opt_force', is_flag=True,
-  help='Force overwrite file')
-@click.option('--display/--no-display', 'opt_display', is_flag=True, default=False,
-  help='Display detections to debug')
-@click.pass_context
-def cli(ctx, opt_fp_in, opt_fp_out, opt_gpu, opt_size, opt_force, opt_display):
-  """Face detector demo"""
-  
-  import sys
-  import os
-  from os.path import join
-  from pathlib import Path
-  import time
-  
-  from tqdm import tqdm
-  import numpy as np
-  import pandas as pd
-  import cv2 as cv
-  import dlib
-
-  from app.utils import logger_utils, file_utils, im_utils, display_utils, draw_utils
-  from app.utils import plot_utils
-  from app.processors import face_detector, face_landmarks
-  from app.models.data_store import DataStore
-  
-
-  log = logger_utils.Logger.getLogger()
-
-  
-  # -------------------------------------------------
-  # load image
-
-  im = cv.imread(opt_fp_in)
-  im_resized = im_utils.resize(im, width=opt_size[0], height=opt_size[1])
-
-
-  # ----------------------------------------------------------------------------
-  # detect face
-
-  face_detector = face_detector.DetectorDLIBCNN(gpu=opt_gpu)  # -1 for CPU
-  bboxes = face_detector.detect(im_resized, largest=True)
-  bbox = bboxes[0]
-  dim = im_resized.shape[:2][::-1]
-  bbox_dim = bbox.to_dim(dim)
-  if not bbox:
-    log.error('no face detected')
-    return
-
-
-  # ----------------------------------------------------------------------------
-  # generate 68 point landmarks using dlib
-  
-  from app.processors import face_landmarks
-  landmark_detector_2d_68 = face_landmarks.Dlib2D_68()
-  points_2d_68 = landmark_detector_2d_68.landmarks(im_resized, bbox_dim)
-
-
-  # ----------------------------------------------------------------------------
-  # generate pose from 68 point 2D landmarks
-  
-  from app.processors import face_pose
-  pose_detector = face_pose.FacePoseDLIB()
-  pose_data = pose_detector.pose(points_2d_68, dim)
-
-  # ----------------------------------------------------------------------------
-  # output
-  
-  log.info(f'Face coords: {bbox_dim} face')
-  log.info(f'pitch: {pose_data["pitch"]}, roll: {pose_data["roll"]}, yaw: {pose_data["yaw"]}')
-
-
-  # ----------------------------------------------------------------------------
-  # draw
-
-  # draw 2d landmarks
-  im_landmarks_2d_68 = im_resized.copy()
-  draw_utils.draw_landmarks2D(im_landmarks_2d_68, points_2d_68)
-  draw_utils.draw_bbox(im_landmarks_2d_68, bbox_dim)
-
-  # draw pose
-  im_pose = im_resized.copy()
-  draw_utils.draw_pose(im_pose, pose_data['point_nose'], pose_data['points'])
-  draw_utils.draw_degrees(im_pose, pose_data)    
-
-
-  # ----------------------------------------------------------------------------
-  # save
-  
-  if opt_fp_out:
-    # save pose only
-    cv.imwrite(opt_fp_out, im_pose)
-
-
-  # ----------------------------------------------------------------------------
-  # display
-
-  if opt_display:
-      
-
-    # show all images here
-    cv.imshow('Original', im_resized)
-    cv.imshow('2D 68PT Landmarks', im_landmarks_2d_68)
-    cv.imshow('Pose', im_pose)
-    display_utils.handle_keyboard()
\ No newline at end of file