From 06a3f113085442f0309f0aecce9c131feaf81de0 Mon Sep 17 00:00:00 2001 From: ejolly Date: Fri, 18 Oct 2024 18:16:50 -0700 Subject: [PATCH] remove unsupported multiple image iplotting --- docs/basic_tutorials/01_basics.ipynb | 1477 +++++++++++++++++++++++++- feat/data.py | 356 ++++++- feat/plotting.py | 1039 ++++++++++++++++++ feat/utils/__init__.py | 8 + feat/utils/io.py | 29 + requirements.txt | 1 + 6 files changed, 2893 insertions(+), 17 deletions(-) diff --git a/docs/basic_tutorials/01_basics.ipynb b/docs/basic_tutorials/01_basics.ipynb index 12cb40f2..697f1a83 100644 --- a/docs/basic_tutorials/01_basics.ipynb +++ b/docs/basic_tutorials/01_basics.ipynb @@ -36,7 +36,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-03-24T21:06:23.837549Z", @@ -44,13 +44,23 @@ } }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/esh/miniconda3/envs/py-feat/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n", + "/Users/esh/miniconda3/envs/py-feat/lib/python3.11/site-packages/kornia/feature/lightglue.py:44: FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use `torch.amp.custom_fwd(args..., device_type='cuda')` instead.\n", + " @torch.cuda.amp.custom_fwd(cast_inputs=torch.float32)\n" + ] + }, { "data": { "text/plain": [ "Detector(face_model=img2pose, landmark_model=mobilefacenet, au_model=xgb, emotion_model=resmasknet, facepose_model=img2pose, identity_model=facenet)" ] }, - "execution_count": 2, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" } @@ -81,7 +91,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-03-24T21:06:23.841965Z", @@ -129,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-03-24T21:06:24.766006Z", @@ -142,7 +152,7 @@ "output_type": "stream", "text": [ " 0%| | 0/1 [00:000.99
sadness: 0.01
surprise: 0.00
anger: 0.00
neutral: 0.00
disgust: 0.00
fear: 0.00
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"display_data" + } + ], + "source": [ + "single_face_prediction.iplot_detections(bounding_boxes=True, emotions=True)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -1081,7 +2528,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2021-03-24T21:09:52.453333Z", @@ -1094,7 +2541,7 @@ "output_type": "stream", "text": [ " 0%| | 0/1 [00:00 1: + raise ValueError( + "This function can only plot a single frame. Try using plot_multipleframe_detections() instead." + ) + + # Initialize Image + frame_id = self["frame"].unique()[0] + frame_fex = self.query("frame==@frame_id") + frame_img = load_pil_img(frame_fex["input"].unique()[0], frame_id) + img_width = frame_img.width + img_height = frame_img.height + + # Create figure + fig = go.Figure() + + # Add invisible scatter trace. + # This trace is added to help the autoresize logic work. + fig.add_trace( + go.Scatter( + x=[0, img_width], + y=[0, img_height], + mode="markers", + marker_opacity=0, + ) + ) + + # Add image + fig.add_layout_image( + dict( + x=0, + sizex=img_width, + y=img_height, + sizey=img_height, + xref="x", + yref="y", + opacity=image_opacity, + layer="below", + sizing="stretch", + source=frame_img, + ) + ) + + # Add Face Bounding Box + faceboxes_path = [ + dict( + type="rect", + x0=row["FaceRectX"], + y0=img_height - row["FaceRectY"], + x1=row["FaceRectX"] + row["FaceRectWidth"], + y1=img_height - row["FaceRectY"] - row["FaceRectHeight"], + line=dict(color=facebox_color, width=facebox_width), + ) + for i, row in frame_fex.iterrows() + ] + + # Add Landmarks + landmarks_path = [ + draw_plotly_landmark( + row, + img_height, + fig, + line_color=landmark_color, + line_width=landmark_width, + ) + for i, row in frame_fex.iterrows() + ] + + # Add Pose + poses_path = flatten_list( + [ + draw_plotly_pose(row, img_height, fig, line_width=pose_width) + for i, row in frame_fex.iterrows() + ] + ) + + # Add Emotions + emotions_annotations = [] + for i, row in frame_fex.iterrows(): + emotion_dict = ( + row[ + [ + "anger", + "disgust", + "fear", + "happiness", + "sadness", + "surprise", + "neutral", + ] + ] + .sort_values(ascending=False) + .to_dict() + ) + + x_position, y_position, align, valign = emotion_annotation_position( + row, + img_height, + img_width, + emotions_size=emotions_size, + emotions_position=emotions_position, + ) + + emotion_text = "" + for emotion in emotion_dict: + emotion_text += f"{emotion}: {emotion_dict[emotion]:.2f}
" + + emotions_annotations.append( + dict( + text=emotion_text, + x=x_position, + y=y_position, + opacity=emotions_opacity, + showarrow=False, + align=align, + valign=valign, + bgcolor="black", + font=dict(color=emotions_color, size=emotions_size), + ) + ) + + # Add AU Heatmaps + aus_path = flatten_list( + [ + draw_plotly_au( + row, + img_height, + fig, + cmap=au_cmap, + au_opacity=au_opacity, + heatmap_resolution=au_heatmap_resolution, + ) + for i, row in frame_fex.iterrows() + ] + ) + + # Configure other layout + fig.update_layout( + width=img_width, + height=img_height, + margin={"l": 0, "r": 0, "t": 0, "b": 0}, + ) + + # Configure axes + fig.update_xaxes(visible=False, range=[0, img_width]) + + fig.update_yaxes( + visible=False, + range=[0, img_height], + scaleanchor="x", # the scaleanchor attribute ensures that the aspect ratio stays constant + ) + + if bounding_boxes: + _ = [fig.add_shape(face) for face in faceboxes_path] + if landmarks: + _ = [fig.add_shape(landmark) for landmark in landmarks_path] + if poses: + _ = [fig.add_shape(pose) for pose in poses_path] + if aus: + _ = [fig.add_shape(aus) for aus in aus_path] + if emotions: + _ = [fig.add_annotation(emotion) for emotion in emotions_annotations] + + fig.update_shapes() + # Add a button to the figure + fig.update_layout( + updatemenus=[ + dict( + type="buttons", + direction="left", + buttons=list( + [ + dict( + method="relayout", + label="Bounding Box", + args=["shapes", faceboxes_path], + args2=["shapes", []], + ), + dict( + method="relayout", + label="Landmarks", + args=["shapes", landmarks_path], + args2=["shapes", []], + ), + dict( + method="relayout", + label="Poses", + args=["shapes", poses_path], + args2=["shapes", []], + ), + dict( + method="relayout", + label="Emotion", + args=["annotations", emotions_annotations], + args2=["annotations", []], + ), + dict( + method="relayout", + label="AU", + args=["shapes", aus_path], + args2=["shapes", []], + ), + ] + ), + pad={"r": 10, "t": 10}, + showactive=False, + x=0.1, + xanchor="left", + y=1.12, + yanchor="top", + ) + ] + ) + + return fig + + def iplot_detections( + self, + bounding_boxes=False, + landmarks=False, + aus=False, + poses=False, + emotions=False, + emotions_position="right", + emotions_opacity=1.0, + emotions_color="white", + emotions_size=14, + frame_duration=1000, + facebox_color="cyan", + facebox_width=3, + pose_width=2, + landmark_color="white", + landmark_width=2, + au_cmap="Blues", + au_heatmap_resolution=1000, + au_opacity=0.9, + *args, + **kwargs, + ): + """Plot Py-FEAT detection results using plotly backend. There are currently two different types of plots implemented. For single Frames, uses plot_singleframe_detections() to create an interactive plot where different detector outputs can be toggled on or off. For multiple frames, uses plot_multipleframes_detections() to create a plotly animation to scroll through multiple frames. However, we currently are unable to interactively toggle on and off the detectors, so the detector output must be prespecified when generating the plot. + + Args: + bounding_boxes (bool): will include faceboxes when plotting detector output for multiple frames. + landmarks (bool): will include face landmarks when plotting detector output for multiple frames. + poses (bool): will include 3 axis line plot indicating x,y,z rotation information when plotting detector output for multiple frames. + aus (bool): will include action unit heatmaps when plotting detector output for multiple frames. + emotions (bool): will add text annotations indicating probability of discrete emotion when plotting detector output for multiple frames. + emotions_position (str): position around facebox to plot emotion annotations. default='right' + emotions_opacity (float): opacity of emotion annotation text (default=1.) + emotions_color (str): color of emotion annotation text (default='white') + emotions_size (int): size of emotion annotations (default=14) + frame_duration (int): duration in milliseconds to play each frame if plotting multiple frames (default=1000) + facebox_color (str): color of facebox bounding box (default="cyan") + facebox_width (int): line width of facebox bounding box (default=3) + pose_width (int): line width of pose rotation plot (default=2) + landmark_color (str): color of landmark detectors (default="white") + landmark_width (int): line width of landmark detectors (default=2) + au_cmap (str): colormap to use for AU heatmap (default='Blues') + au_heatmap_resolution (int): resolution of heatmap values (default=1000) + au_opacity (float): opacity of AU heatmaps (default=0.9) + + Returns: + a plotly figure instance + """ + + n_frames = len(self["frame"].unique()) + + if n_frames == 1: + fig = self.plot_singleframe_detections( + bounding_boxes=bounding_boxes, + landmarks=landmarks, + poses=poses, + emotions=emotions, + aus=aus, + facebox_color=facebox_color, + facebox_width=facebox_width, + pose_width=pose_width, + landmark_color=landmark_color, + landmark_width=landmark_width, + emotions_position=emotions_position, + emotions_opacity=emotions_opacity, + emotions_color=emotions_color, + emotions_size=emotions_size, + au_cmap=au_cmap, + au_heatmap_resolution=au_heatmap_resolution, + au_opacity=au_opacity, + *args, + **kwargs, + ) + return fig + raise NotImplementedError( + "iplot_detections only works for a single frame. Try slicing your Fex object to a single frame and then calling iplot_detections on that frame." + ) + class ImageDataset(Dataset): """Torch Image Dataset diff --git a/feat/plotting.py b/feat/plotting.py index 5b873dd1..475dffe5 100644 --- a/feat/plotting.py +++ b/feat/plotting.py @@ -13,6 +13,7 @@ from feat.pretrained import AU_LANDMARK_MAP from feat.utils.io import get_resource_path, download_url from feat.utils.image_operations import align_face, mask_image +from feat.utils import flatten_list from math import sin, cos import warnings import seaborn as sns @@ -38,6 +39,12 @@ "imshow", "interpolate_aus", "animate_face", + "face_part_path", + "draw_plotly_landmark", + "face_polygon_svg", + "draw_plotly_au", + "draw_plotly_pose", + "emotion_annotation_position", ] @@ -1559,3 +1566,1035 @@ def extract_face_from_landmarks(frame, landmarks, face_size=112): masked_image = mask_image(aligned_img, mask) return (masked_image, new_landmarks) + + +def face_part_path(row, img_height, line_points): + """Helper function to draw SVG path for a specific face part. Requires list of landmark point positions (i.e., [0,1,2]). Last coordinate is end point + + Args: + row: (FexSeries) a row of a Fex object + img_height (int): the height of the image + line_points (list): a list of points on a landmark (i.e., [0:68]) + + Returns: + fig (str): an SVG string + """ + + path = "" + counter = 0 + for i in line_points: + x = row[f"x_{i}"] + y = img_height - row[f"y_{i}"] + if counter == 0: + path += f"M {x},{y}" + counter += 1 + else: + path += f"L {x},{y}" + path += " Z" + return path + + +def draw_plotly_landmark( + row, img_height, fig, line_width=3, line_color="white", output="dictionary" +): + """Helper function to draw an SVG path for a plotly figure object + + Args: + row: (FexSeries) a row of a Fex object + img_height (int): height of the image to flip the y-coordinates + fig: a plotly figure instance + output (str): type of output "figure" for plotly figure object or "dictionary" + line_width (int): (optional) line width if outputting a plotly figure instance + line_color (int): (optional) line color if outputting a plotly figure instance + + Returns: + fig (str): an SVG string + """ + + path = "" + + # Face outline + path += face_part_path( + row, + img_height, + [ + 0, + 1, + 2, + 3, + 4, + 5, + 6, + 7, + 8, + 9, + 10, + 11, + 12, + 13, + 14, + 15, + 16, + 15, + 14, + 13, + 12, + 11, + 10, + 9, + 8, + 7, + 6, + 5, + 4, + 3, + 2, + 1, + 0, + ], + ) + + # Left Eye + path += face_part_path(row, img_height, [36, 37, 38, 39, 40, 41]) + + # Right Eye + path += face_part_path(row, img_height, [42, 43, 44, 45, 46, 47]) + + # Left Eyebrow + path += face_part_path(row, img_height, [17, 18, 19, 20, 21, 20, 19, 18, 17]) + + # Right Eyebrow + path += face_part_path(row, img_height, [22, 23, 24, 25, 26, 25, 24, 23, 22]) + + # Lips1 + path += face_part_path( + row, img_height, [48, 49, 50, 51, 52, 53, 54, 64, 63, 62, 61, 60, 48] + ) + + # Lips2 + path += face_part_path( + row, img_height, [48, 60, 67, 66, 65, 64, 54, 55, 56, 57, 58, 59, 48] + ) + + # Nose 1 + path += face_part_path(row, img_height, [27, 28, 29, 30, 29, 28, 27]) + + # Nose 2 + path += face_part_path(row, img_height, [31, 32, 33, 34, 35, 34, 33, 32, 31]) + + if output == "figure": + # Draw figure + fig.add_shape( + type="path", path=path, line_color=line_color, line_width=line_width + ) + + return fig + + elif output == "dictionary": + return dict(type="path", path=path, line=dict(color=line_color, width=line_width)) + + else: + raise ValueError('output can only be ["figure","dictionary"]') + + +def face_polygon_svg(line_points, img_height): + """Helper function to draw SVG path for a polygon of a specific face part. Requires list of landmark x,y coordinate tuples (i.e., [(2,2),(5,33)]). + + Args: + line_points (list): a list of tuples of landmark coordinates + img_height (int): height of the image to flip the y-coordinates + + Returns: + fig (str): an SVG string + """ + + path = "" + counter = 0 + for x, y in line_points: + y = img_height - y + if counter == 0: + path += f"M {x},{y}" + counter += 1 + else: + path += f"L {x},{y}" + path += " Z" + return path + + +def draw_plotly_au( + row, + img_height, + fig, + heatmap_resolution=1000, + au_opacity=0.9, + cmap="Blues", + output="dictionary", +): + """Helper function to draw an SVG path for a plotly figure object + + NOTES: + Need to clean up muscle ids after looking at face anatomy action units + + Args: + row (FexSeries): FexSeries instance + img_height (int): height of image overlay. used to adjust coordinates + fig: plotly figure handle + heatmap_resolution (int): precision of cmap + au_opacity (float): amount of opacity for face muscles + cmap (str): colormap + output (str): type of output "figure" for plotly figure object or "dictionary" + + Returns: + fig: plotly figure handle + """ + + muscle_au_dict = { + "masseter_l": 15, + "masseter_r": 15, + "temporalis_l": 15, + "temporalis_r": 15, + "dep_lab_inf_l": 14, + "dep_lab_inf_r": 14, + "dep_ang_or_l": 10, + "dep_ang_or_r": 10, + "mentalis_l": 11, + "mentalis_r": 11, + "risorius_l": 12, + "risorius_r": 12, + "frontalis_l": 1, + "frontalis_r": 1, + "frontalis_inner_l": 0, + "frontalis_inner_r": 0, + "cor_sup_l": 2, + "cor_sup_r": 2, + "lev_lab_sup_l": 7, + "lev_lab_sup_r": 7, + "lev_lab_sup_an_l": 6, + "lev_lab_sup_an_r": 6, + "zyg_maj_l": 8, + "zyg_maj_r": 8, + "bucc_l": 9, + "bucc_r": 9, + "orb_oc_l_outer": 4, + "orb_oc_r_outer": 4, + "orb_oc_l": 5, + "orb_oc_r": 5, + "orb_oc_l_inner": 16, + "orb_oc_r_inner": 16, + "orb_oris_l": 13, + "orb_oris_u": 13, + } + + # muscle_au_dict = {"masseter_l": 15, + # "masseter_r": 15, + # "temporalis_l": 15, + # "temporalis_r": 15, + # "dep_lab_inf_l": 14, + # "dep_lab_inf_r": 14, + # "dep_ang_or_l": 10, + # "dep_ang_or_r": 10, + # "mentalis_l": 11, + # "mentalis_r": 11, + # "risorius_l": 12, + # "risorius_r": 12, + # "frontalis_l": 1, + # "frontalis_r": 1, + # "frontalis_inner_l": 0, + # "frontalis_inner_r": 0, + # "cor_sup_l": 2, + # "cor_sup_r": 2, + # "lev_lab_sup_l": 7, + # "lev_lab_sup_r": 7, + # "lev_lab_sup_an_l": 6, + # "lev_lab_sup_an_r": 6, + # "zyg_maj_l": 8, + # "zyg_maj_r": 8, + # "bucc_l": 9, + # "bucc_r": 9, + # "orb_oc_l_outer": 4, + # "orb_oc_r_outer": 4, + # "orb_oc_l": 5, + # "orb_oc_r": 5, + # "orb_oc_l_inner": 16, + # "orb_oc_r_inner": 16, + # "orb_oris_l": 13, + # "orb_oris_u": 13} + # # "pars_palp_l": 19, + # # "pars_palp_r": 19, + # # "masseter_l_rel": 17, + # # "masseter_r_rel": 17, + # # "temporalis_l_rel": 17, + # # "temporalis_r_rel": 17} + + aus = [ + "AU01", + "AU02", + "AU04", + "AU05", + "AU06", + "AU07", + "AU09", + "AU10", + "AU11", + "AU12", + "AU14", + "AU15", + "AU17", + "AU20", + "AU23", + "AU24", + "AU25", + "AU26", + "AU28", + "AU43", + ] + + masseter_l = face_polygon_svg( + [ + (row["x_2"], row["y_2"]), + (row["x_3"], row["y_3"]), + (row["x_4"], row["y_4"]), + (row["x_5"], row["y_5"]), + (row["x_6"], row["y_6"]), + (row["x_5"], row["y_33"]), + ], + img_height, + ) + + masseter_r = face_polygon_svg( + [ + (row["x_14"], row["y_14"]), + (row["x_13"], row["y_13"]), + (row["x_12"], row["y_12"]), + (row["x_11"], row["y_11"]), + (row["x_10"], row["y_10"]), + (row["x_11"], row["y_33"]), + ], + img_height, + ) + + temporalis_l = face_polygon_svg( + [ + (row["x_2"], row["y_2"]), + (row["x_1"], row["y_1"]), + (row["x_0"], row["y_0"]), + (row["x_17"], row["y_17"]), + (row["x_36"], row["y_36"]), + ], + img_height, + ) + + temporalis_r = face_polygon_svg( + [ + (row["x_14"], row["y_14"]), + (row["x_15"], row["y_15"]), + (row["x_16"], row["y_16"]), + (row["x_26"], row["y_26"]), + (row["x_45"], row["y_45"]), + ], + img_height, + ) + + dep_lab_inf_l = face_polygon_svg( + [ + (row["x_57"], row["y_57"]), + (row["x_58"], row["y_58"]), + (row["x_59"], row["y_59"]), + (row["x_6"], row["y_6"]), + (row["x_7"], row["y_7"]), + ], + img_height, + ) + + dep_lab_inf_r = face_polygon_svg( + [ + (row["x_57"], row["y_57"]), + (row["x_56"], row["y_56"]), + (row["x_55"], row["y_55"]), + (row["x_10"], row["y_10"]), + (row["x_9"], row["y_9"]), + ], + img_height, + ) + + dep_ang_or_l = face_polygon_svg( + [ + (row["x_48"], row["y_48"]), + (row["x_7"], row["y_7"]), + (row["x_6"], row["y_6"]), + ], + img_height, + ) + + dep_ang_or_r = face_polygon_svg( + [ + (row["x_54"], row["y_54"]), + (row["x_9"], row["y_9"]), + (row["x_10"], row["y_10"]), + ], + img_height, + ) + + mentalis_l = face_polygon_svg( + [ + (row["x_58"], row["y_58"]), + (row["x_7"], row["y_7"]), + (row["x_8"], row["y_8"]), + ], + img_height, + ) + + mentalis_r = face_polygon_svg( + [ + (row["x_56"], row["y_56"]), + (row["x_9"], row["y_9"]), + (row["x_8"], row["y_8"]), + ], + img_height, + ) + + risorius_l = face_polygon_svg( + [ + (row["x_4"], row["y_4"]), + (row["x_5"], row["y_5"]), + (row["x_48"], row["y_48"]), + ], + img_height, + ) + + risorius_r = face_polygon_svg( + [ + (row["x_11"], row["y_11"]), + (row["x_12"], row["y_12"]), + (row["x_54"], row["y_54"]), + ], + img_height, + ) + + bottom = (row["y_8"] - row["y_57"]) / 2 + + orb_oris_l = face_polygon_svg( + [ + (row["x_48"], row["y_48"]), + (row["x_59"], row["y_59"]), + (row["x_58"], row["y_58"]), + (row["x_57"], row["y_57"]), + (row["x_56"], row["y_56"]), + (row["x_55"], row["y_55"] + bottom), + (row["x_54"], row["y_54"] + bottom), + (row["x_55"], row["y_55"] + bottom), + (row["x_56"], row["y_56"] + bottom), + (row["x_57"], row["y_57"] + bottom), + (row["x_58"], row["y_58"] + bottom), + (row["x_59"], row["y_59"] + bottom), + ], + img_height, + ) + + orb_oris_u = face_polygon_svg( + [ + (row["x_48"], row["y_48"]), + (row["x_49"], row["y_49"]), + (row["x_50"], row["y_50"]), + (row["x_51"], row["y_51"]), + (row["x_52"], row["y_52"]), + (row["x_53"], row["y_53"]), + (row["x_54"], row["y_54"]), + (row["x_33"], row["y_33"]), + ], + img_height, + ) + + frontalis_l = face_polygon_svg( + [ + (row["x_27"], row["y_27"]), + (row["x_39"], row["y_39"]), + (row["x_38"], row["y_38"]), + (row["x_37"], row["y_37"]), + (row["x_36"], row["y_36"]), + (row["x_17"], row["y_17"]), + (row["x_18"], row["y_18"]), + (row["x_19"], row["y_19"]), + (row["x_20"], row["y_20"]), + (row["x_21"], row["y_21"]), + ], + img_height, + ) + + frontalis_r = face_polygon_svg( + [ + (row["x_27"], row["y_27"]), + (row["x_22"], row["y_22"]), + (row["x_23"], row["y_23"]), + (row["x_24"], row["y_24"]), + (row["x_25"], row["y_25"]), + (row["x_26"], row["y_26"]), + (row["x_45"], row["y_45"]), + (row["x_44"], row["y_44"]), + (row["x_43"], row["y_43"]), + (row["x_42"], row["y_42"]), + ], + img_height, + ) + + frontalis_inner_l = face_polygon_svg( + [ + (row["x_27"], row["y_27"]), + (row["x_39"], row["y_39"]), + (row["x_21"], row["y_21"]), + ], + img_height, + ) + + frontalis_inner_r = face_polygon_svg( + [ + (row["x_27"], row["y_27"]), + (row["x_42"], row["y_42"]), + (row["x_22"], row["y_22"]), + ], + img_height, + ) + + cor_sup_l = face_polygon_svg( + [ + (row["x_28"], row["y_28"]), + (row["x_19"], row["y_19"]), + (row["x_20"], row["y_20"]), + ], + img_height, + ) + + cor_sup_r = face_polygon_svg( + [ + (row["x_28"], row["y_28"]), + (row["x_23"], row["y_23"]), + (row["x_24"], row["y_24"]), + ], + img_height, + ) + + lev_lab_sup_l = face_polygon_svg( + [ + (row["x_41"], row["y_41"]), + (row["x_40"], row["y_40"]), + (row["x_49"], row["y_49"]), + ], + img_height, + ) + + lev_lab_sup_r = face_polygon_svg( + [ + (row["x_47"], row["y_47"]), + (row["x_46"], row["y_46"]), + (row["x_53"], row["y_53"]), + ], + img_height, + ) + + lev_lab_sup_an_l = face_polygon_svg( + [ + (row["x_39"], row["y_39"]), + (row["x_49"], row["y_49"]), + (row["x_31"], row["y_31"]), + ], + img_height, + ) + + lev_lab_sup_an_r = face_polygon_svg( + [ + (row["x_35"], row["y_35"]), + (row["x_42"], row["y_42"]), + (row["x_53"], row["y_53"]), + ], + img_height, + ) + + zyg_maj_l = face_polygon_svg( + [ + (row["x_48"], row["y_48"]), + (row["x_3"], row["y_3"]), + (row["x_2"], row["y_2"]), + ], + img_height, + ) + + zyg_maj_r = face_polygon_svg( + [ + (row["x_54"], row["y_54"]), + (row["x_13"], row["y_13"]), + (row["x_14"], row["y_14"]), + ], + img_height, + ) + + bucc_l = face_polygon_svg( + [ + (row["x_48"], row["y_48"]), + (row["x_5"], row["y_50"]), + (row["x_5"], row["y_57"]), + ], + img_height, + ) + + bucc_r = face_polygon_svg( + [ + (row["x_54"], row["y_54"]), + (row["x_11"], row["y_52"]), + (row["x_11"], row["y_57"]), + ], + img_height, + ) + + width_l = (row["y_21"] - row["y_39"]) / 2 + + orb_oc_l = face_polygon_svg( + [ + (row["x_36"] - width_l / 3, row["y_36"] + width_l / 2), + (row["x_36"], row["y_36"] + width_l), + (row["x_37"], row["y_37"] + width_l), + (row["x_38"], row["y_38"] + width_l), + (row["x_39"], row["y_39"] + width_l), + (row["x_39"] + width_l / 3, row["y_39"] + width_l / 2), + (row["x_39"] + width_l / 2, row["y_39"]), + (row["x_39"] + width_l / 3, row["y_39"] - width_l / 2), + (row["x_39"], row["y_39"] - width_l), + (row["x_40"], row["y_40"] - width_l), + (row["x_41"], row["y_41"] - width_l), + (row["x_36"], row["y_36"] - width_l), + (row["x_36"] - width_l / 3, row["y_36"] - width_l / 2), + (row["x_36"] - width_l / 2, row["y_36"]), + ], + img_height, + ) + + orb_oc_l_inner = face_polygon_svg( + [ + (row["x_36"] - width_l / 6, row["y_36"] + width_l / 5), + (row["x_36"], row["y_36"] + width_l / 2), + (row["x_37"], row["y_37"] + width_l / 2), + (row["x_38"], row["y_38"] + width_l / 2), + (row["x_39"], row["y_39"] + width_l / 2), + (row["x_39"] + width_l / 6, row["y_39"] + width_l / 5), + (row["x_39"] + width_l / 5, row["y_39"]), + (row["x_39"] + width_l / 6, row["y_39"] - width_l / 5), + (row["x_39"], row["y_39"] - width_l), + (row["x_40"], row["y_40"] - width_l), + (row["x_41"], row["y_41"] - width_l), + (row["x_36"], row["y_36"] - width_l), + (row["x_36"] - width_l / 6, row["y_36"] - width_l / 5), + (row["x_36"] - width_l / 5, row["y_36"]), + ], + img_height, + ) + + width_l2 = (row["y_38"] - row["y_2"]) / 1.5 + + orb_oc_l_outer = face_polygon_svg( + [ + (row["x_39"] + width_l / 2, row["y_39"] + width_l / 2), + (row["x_39"], row["y_39"] - width_l), + (row["x_40"], row["y_40"] - width_l2), + (row["x_41"], row["y_41"] - width_l2), + (row["x_36"], row["y_36"] - width_l2), + (row["x_36"] - width_l2 / 3, row["y_36"] - width_l2 / 2), + (row["x_36"] - width_l / 2, row["y_36"]), + ], + img_height, + ) + + width_r = (row["y_23"] - row["y_43"]) / 2 + + orb_oc_r = face_polygon_svg( + [ + (row["x_42"] - width_r / 3, row["y_42"] + width_r / 2), + (row["x_42"], row["y_42"] + width_r), + (row["x_43"], row["y_43"] + width_r), + (row["x_44"], row["y_44"] + width_r), + (row["x_45"], row["y_45"] + width_r), + (row["x_45"] + width_r / 3, row["y_45"] + width_r / 2), + (row["x_45"] + width_r / 2, row["y_45"]), + (row["x_45"] + width_r / 3, row["y_45"] - width_r / 2), + (row["x_45"], row["y_45"] - width_r), + (row["x_46"], row["y_46"] - width_r), + (row["x_47"], row["y_47"] - width_r), + (row["x_42"], row["y_42"] - width_r), + (row["x_42"] - width_l / 3, row["y_42"] - width_r / 2), + (row["x_42"] - width_r / 2, row["y_42"]), + ], + img_height, + ) + + orb_oc_r_inner = face_polygon_svg( + [ + (row["x_42"] - width_r / 6, row["y_42"] + width_r / 5), + (row["x_42"], row["y_42"] + width_r / 2), + (row["x_43"], row["y_43"] + width_r / 2), + (row["x_44"], row["y_44"] + width_r / 2), + (row["x_45"], row["y_45"] + width_r / 2), + (row["x_45"] + width_r / 6, row["y_45"] + width_r / 5), + (row["x_45"] + width_r / 5, row["y_45"]), + (row["x_45"] + width_r / 6, row["y_45"] - width_r / 5), + (row["x_45"], row["y_45"] - width_r / 2), + (row["x_46"], row["y_46"] - width_r / 2), + (row["x_47"], row["y_47"] - width_r / 2), + (row["x_42"], row["y_42"] - width_r / 2), + (row["x_42"] - width_l / 6, row["y_42"] - width_r / 5), + (row["x_42"] - width_r / 5, row["y_42"]), + ], + img_height, + ) + + width_r2 = (row["y_44"] - row["y_14"]) / 1.5 + + orb_oc_r_outer = face_polygon_svg( + [ + (row["x_42"] - width_r / 2, row["y_42"]), + (row["x_47"], row["y_47"] - width_r2), + (row["x_46"], row["y_46"] - width_r2), + (row["x_45"], row["y_45"] - width_r2), + (row["x_45"] + width_r2 / 3, row["y_45"] - width_r2 / 2), + (row["x_45"] + width_r / 2, row["y_45"]), + ], + img_height, + ) + + eye_l = face_polygon_svg( + [ + (row["x_36"], row["y_36"]), + (row["x_37"], row["y_37"]), + (row["x_38"], row["y_38"]), + (row["x_39"], row["y_39"]), + (row["x_40"], row["y_40"]), + (row["x_41"], row["y_41"]), + ], + img_height, + ) + + eye_r = face_polygon_svg( + [ + (row["x_42"], row["y_42"]), + (row["x_43"], row["y_43"]), + (row["x_44"], row["y_44"]), + (row["x_45"], row["y_45"]), + (row["x_46"], row["y_46"]), + (row["x_47"], row["y_47"]), + ], + img_height, + ) + + # Outside Mouth + # mouth = face_polygon_path([(row['x_48'],row['y_48']), + # (row['x_49'],row['y_49']), + # (row['x_50'],row['y_50']), + # (row['x_51'],row['y_51']), + # (row['x_52'],row['y_52']), + # (row['x_53'],row['y_53']), + # (row['x_54'],row['y_54']), + # (row['x_55'],row['y_55']), + # (row['x_56'],row['y_56']), + # (row['x_57'],row['y_57']), + # (row['x_58'],row['y_58']), + # (row['x_59'],row['y_59'])], img_height) + # Inside Mouth + mouth = face_polygon_svg( + [ + (row["x_60"], row["y_60"]), + (row["x_61"], row["y_61"]), + (row["x_62"], row["y_62"]), + (row["x_63"], row["y_63"]), + (row["x_64"], row["y_64"]), + (row["x_65"], row["y_65"]), + (row["x_66"], row["y_66"]), + (row["x_67"], row["y_67"]), + ], + img_height, + ) + + pupil_l = [ + ( + ( + row["x_36"] + + row["x_37"] + + row["x_38"] + + row["x_40"] + + row["x_41"] + + row["x_39"] + ) + / 6, + ( + img_height + - ( + row["y_36"] + + row["y_37"] + + row["y_38"] + + row["y_40"] + + row["y_41"] + + row["y_39"] + ) + / 6 + ), + ), + ( + (row["x_38"] + row["x_40"]) / 2, + (img_height - (row["y_37"] + row["y_38"]) / 2), + ), + ] + pupil_r = [ + ( + (row["x_43"] + row["x_44"] + row["x_46"] + row["x_47"]) / 4, + (img_height - (row["y_43"] + row["y_44"] + row["y_46"] + row["y_47"]) / 4), + ), + ( + (row["x_44"] + row["x_46"]) / 2, + (img_height - (row["y_43"] + row["y_44"]) / 2), + ), + ] + + # Build AU heatmap + cmap = sns.color_palette(cmap, heatmap_resolution + 1) + + if output == "figure": + for muscle in list(muscle_au_dict.keys()): + color = cmap.as_hex()[ + int(row[aus[muscle_au_dict[muscle]]] * heatmap_resolution) + ] + fig.add_shape( + type="path", + path=eval(muscle), + line_color=color, + fillcolor=color, + opacity=au_opacity, + ) + + for region in [eye_l, eye_r, mouth]: + fig.add_shape( + type="path", + path=region, + line_color="black", + line_width=2, + fillcolor="white", + ) + + for pupil in [pupil_l, pupil_r]: + fig.add_shape( + type="circle", + xref="x", + yref="y", + fillcolor="black", + x0=pupil[0][0], + y0=pupil[0][1], + x1=pupil[1][0], + y1=pupil[1][1], + line_color="black", + line_width=3, + ) + + return fig + + elif output == "dictionary": + muscles = [] + for muscle in list(muscle_au_dict.keys()): + color = cmap.as_hex()[ + int(row[aus[muscle_au_dict[muscle]]] * heatmap_resolution) + ] + muscles.append( + dict( + type="path", + path=eval(muscle), + fillcolor=color, + opacity=au_opacity, + line=dict(color=color), + ) + ) + + regions = [] + for region in [eye_l, eye_r, mouth]: + regions.append( + dict( + type="path", + path=region, + line_width=2, + fillcolor="white", + line=dict(color="black"), + ) + ) + + pupils = [] + for pupil in [pupil_l, pupil_r]: + pupils.append( + dict( + type="circle", + xref="x", + yref="y", + fillcolor="black", + x0=pupil[0][0], + y0=pupil[0][1], + x1=pupil[1][0], + y1=pupil[1][1], + line_width=3, + line=dict(color="black"), + ) + ) + return flatten_list([muscles, regions, pupils]) + + else: + raise ValueError('output can only be ["figure","dictionary"]') + + +def draw_plotly_pose(row, img_height, fig, line_width=2, output="dictionary"): + """ + Helper function to draw a path indicating the x,y,z pose position. + + Args: + row (FexSeries): FexSeries instance + img_height (int): height of image overlay. used to adjust coordinates + fig: plotly figure handle + line_width (int): (optional) width of line if outputing a plotly figure instance + output (str): type of output "figure" for plotly figure object or "dictionary" + + Returns: + fig: plotly figure handle + """ + + # Center axis on facebox + x1, y1, w, h = row[["FaceRectX", "FaceRectY", "FaceRectWidth", "FaceRectHeight"]] + x2, y2 = x1 + w, y1 + h + tdx = (x1 + x2) / 2 + tdy = (y1 + y2) / 2 + + # Make rotation axis lines proportional to facebox size + size = min(x2 - x1, y2 - y1) // 2 + + # Get pose axes + pitch, roll, yaw = row[["Pitch", "Roll", "Yaw"]] + pitch = pitch * np.pi / 180 + yaw = -(yaw * np.pi / 180) + roll = roll * np.pi / 180 + + # X-Axis pointing to right. drawn in red + x1 = size * (np.cos(yaw) * np.cos(roll)) + tdx + y1 = ( + size * (np.cos(pitch) * np.sin(roll) + np.cos(roll) * np.sin(pitch) * np.sin(yaw)) + + tdy + ) + + # Y-Axis | drawn in green + x2 = size * (-np.cos(yaw) * np.sin(roll)) + tdx + y2 = ( + size * (np.cos(pitch) * np.cos(roll) - np.sin(pitch) * np.sin(yaw) * np.sin(roll)) + + tdy + ) + + # Z-Axis (out of the screen) drawn in blue + x3 = size * (np.sin(yaw)) + tdx + y3 = size * (-np.cos(yaw) * np.sin(pitch)) + tdy + + # Flip y coordinates + tdy, y1, y2, y3 = [img_height - c for c in [tdy, y1, y2, y3]] + + if output == "figure": + # Draw face and pose axes + fig.add_shape( + type="line", + x0=tdx, + y0=tdy, + x1=x1, + y1=y1, + line=dict(color="red", width=line_width), + ) + fig.add_shape( + type="line", + x0=tdx, + y0=tdy, + x1=x2, + y1=y2, + line=dict(color="green", width=line_width), + ) + fig.add_shape( + type="line", + x0=tdx, + y0=tdy, + x1=x3, + y1=y3, + line=dict(color="blue", width=line_width), + ) + return fig + + elif output == "dictionary": + return [ + dict(type="line", x0=tdx, y0=tdy, x1=x1, y1=y1, line=dict(color="red")), + dict(type="line", x0=tdx, y0=tdy, x1=x2, y1=y2, line=dict(color="green")), + dict(type="line", x0=tdx, y0=tdy, x1=x3, y1=y3, line=dict(color="blue")), + ] + # return [dict(type='line', x0=tdx, y0=tdy, x1=x1, y1=y1, line_color="red", width=line_width), + # dict(type='line', x0=tdx, y0=tdy, x1=x2, y1=y2, line_color="green", width=line_width), + # dict(type='line', x0=tdx, y0=tdy, x1=x3, y1=y3, line_color="blue", width=line_width)] + + else: + raise ValueError('output can only be ["figure","dictionary"]') + + +def emotion_annotation_position( + row, img_height, img_width, emotions_size=12, emotions_position="bottom" +): + """Helper function to adjust position of emotion annotations + + Args: + row (FexSeries): FexSeries instance + img_height (int): height of image overlay. used to adjust coordinates + img_width (int): width of image overlay. used to adjust coordinates + emotions_size (int): size of text used to adjust positions + emotions_position (str): position to place emotion annotations ['left', 'right', 'top', 'bottom'] + + Returns: + x_position (int): + y_position (int): + align (str): plotly annotation text alignment ['top','bottom', 'left', 'right ] + valign (str): plotly annotation vertical alignment ['middle', 'top', 'bottom'] + """ + + y_spacing = img_height * 0.01 * emotions_size * 0.5 + x_spacing = img_width * 0.02 * emotions_size * 0.18 + + if emotions_position.lower() == "bottom": + x_position = row["FaceRectX"] + row["FaceRectWidth"] / 2 + y_position = ( + img_height + - row["FaceRectY"] + - row["FaceRectHeight"] + - img_height * 0.04 + - y_spacing + ) + align = "left" + valign = "bottom" + elif emotions_position.lower() == "top": + x_position = row["FaceRectX"] + row["FaceRectWidth"] / 2 + y_position = ( + img_height + - row["FaceRectY"] + + row["FaceRectHeight"] / 2 + + y_spacing + - img_height * 0.04 + ) + align = "left" + valign = "bottom" + elif emotions_position.lower() == "right": + x_position = ( + row["FaceRectX"] + row["FaceRectWidth"] + img_width * 0.025 + x_spacing + ) + y_position = img_height - row["FaceRectY"] - row["FaceRectHeight"] / 2 + align = "left" + valign = "middle" + elif emotions_position.lower() == "left": + x_position = ( + row["FaceRectX"] - row["FaceRectWidth"] / 2 - x_spacing + img_width * 0.01 + ) + y_position = img_height - row["FaceRectY"] - row["FaceRectHeight"] / 2 + align = "right" + valign = "middle" + else: + raise ValueError( + '"emotions_position" must be one of ["bottom","top","left","right"]' + ) + + return (x_position, y_position, align, valign) diff --git a/feat/utils/__init__.py b/feat/utils/__init__.py index 6c2dcaf4..b9deb6b3 100644 --- a/feat/utils/__init__.py +++ b/feat/utils/__init__.py @@ -387,3 +387,11 @@ def set_torch_device(device="cpu"): def is_list_of_lists_empty(list_of_lists): """Helper function to check if list of lists is empty""" return not any(list_of_lists) + + +def flatten_list(data): + """Helper function to flatten a list of lists""" + flat_list = [] + for row in data: + flat_list += row + return flat_list diff --git a/feat/utils/io.py b/feat/utils/io.py index 6e2bc866..0d09515d 100644 --- a/feat/utils/io.py +++ b/feat/utils/io.py @@ -22,6 +22,9 @@ from torchvision.datasets.utils import download_url as tv_download_url +from torchvision.io import read_image, read_video +from torchvision.transforms.functional import to_pil_image +import warnings __all__ = [ "get_resource_path", @@ -29,6 +32,7 @@ "validate_input", "download_url", "read_openface", + "load_pil_img", ] @@ -202,3 +206,28 @@ def read_openface(openfacefile, features=None): ) fex["input"] = openfacefile return fex + + +def load_pil_img(file_name, frame_id): + """Helper function to load a PIL image from a picture or video + + Args: + file_name (str): path to file. Can be image or video + frame_id (int): if video, load frame + + Returns: + image: pil image instance + """ + + file_extension = os.path.basename(file_name).split(".")[-1] + if file_extension.lower() in ["jpg", "jpeg", "png", "bmp", "tiff", "pdf"]: + frame_img = read_image(file_name) # image path + else: + # Ignore UserWarning: The pts_unit 'pts' gives wrong results. Please use + # pts_unit 'sec'. See why it's ok in this issue: + # https://github.com/pytorch/vision/issues/1931 + with warnings.catch_warnings(): + warnings.simplefilter("ignore", UserWarning) + video, audio, info = read_video(file_name, output_format="TCHW") + frame_img = video[frame_id, :, :] + return to_pil_image(frame_img) diff --git a/requirements.txt b/requirements.txt index a1cd02a2..98027dc2 100644 --- a/requirements.txt +++ b/requirements.txt @@ -21,3 +21,4 @@ huggingface_hub safetensors skops onnx2torch +plotly