face-parser
1. Face Segmentation
1.1. BiSeNet
from visage.bisenet import BiSeNetFaceParser
from visage.visualize import apply_colormap
img = load_img() # torch.Tensor [3, H, W] in range [-1, 1]
face_parser = BiSeNetFaceParser()
segmentation_mask = face_parser.parse(img)
# Plotting
segmentation_mask_colored = apply_colormap(segmentation_mask) # Colorizes each class with a distinct color for better viewing
plt.imshow(segmentation_mask_colored)
2. Face Bounding Boxes
2.1. FaceBoxesV2
from visage.bounding_boxes.face_boxes_v2 import FaceBoxesV2
img = load_img() # np.ndarray [H, W, 3] in range [0, 255]
detector = FaceBoxesV2()
detected_bboxes = detector.detect(img)
# Plotting
cv2.rectangle(img, detected_bboxes[0].get_point1(), detected_bboxes[0].get_point2(), (255, 0, 0), 10)
plt.imshow(img)
3. Facial Landmarks
3.1. PIPNet
from visage.landmark_detection.pipnet import PIPNet
img = load_img() # np.ndarray [H, W, 3] in range [0, 255]
detected_bboxes = ... # <- from step 2.
pip_net = PIPNet()
landmarks = pip_net.forward(img, detected_bboxes[0])
# Plotting
for x, y in landmarks:
cv2.circle(img, (int(x), int(y)), 5, (255, 0, 0), -1)
plt.imshow(img)
1 maintainer
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
visage-0.2.2.tar.gz
(124.5 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
visage-0.2.2-py3-none-any.whl
(135.0 kB
view details)
File details
Details for the file visage-0.2.2.tar.gz.
File metadata
- Download URL: visage-0.2.2.tar.gz
- Upload date:
- Size: 124.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/5.0.0 CPython/3.9.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
fcb947e7a6b2438ca6b75bc893dde868cdb7acc7dee3722942ecd421e5bf19ba
|
|
| MD5 |
4b76b2b894b05c68e80890ed98496a50
|
|
| BLAKE2b-256 |
ae032df12b51bd002cd45280f0cb89b60ebd2da6f73c53b87d73934579365c52
|
File details
Details for the file visage-0.2.2-py3-none-any.whl.
File metadata
- Download URL: visage-0.2.2-py3-none-any.whl
- Upload date:
- Size: 135.0 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/5.0.0 CPython/3.9.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
03d65f72b01bd3386af1efdd420741e84eb7ed0c289ae0977fd7ddf49f4918ca
|
|
| MD5 |
1308a6d27ef367901392ec87d3309356
|
|
| BLAKE2b-256 |
bf3f5a92793e0916d809f28f2a5c3aba45c358bbd57653b21b035daaf5347be6
|
