YOLOv8 Detection Model
Datasets
Face
Hand
Person
deepfashion2
| id |
label |
| 0 |
short_sleeved_shirt |
| 1 |
long_sleeved_shirt |
| 2 |
short_sleeved_outwear |
| 3 |
long_sleeved_outwear |
| 4 |
vest |
| 5 |
sling |
| 6 |
shorts |
| 7 |
trousers |
| 8 |
skirt |
| 9 |
short_sleeved_dress |
| 10 |
long_sleeved_dress |
| 11 |
vest_dress |
| 12 |
sling_dress |
Info
| Model |
Target |
mAP 50 |
mAP 50-95 |
| face_yolov8n.pt |
2D / realistic face |
0.660 |
0.366 |
| face_yolov8n_v2.pt |
2D / realistic face |
0.669 |
0.372 |
| face_yolov8s.pt |
2D / realistic face |
0.713 |
0.404 |
| face_yolov8m.pt |
2D / realistic face |
0.737 |
0.424 |
| hand_yolov8n.pt |
2D / realistic hand |
0.767 |
0.505 |
| hand_yolov8s.pt |
2D / realistic hand |
0.794 |
0.527 |
| person_yolov8n-seg.pt |
2D / realistic person |
0.782 (bbox)<br/>0.761 (mask) |
0.555 (bbox)<br/>0.460 (mask) |
| person_yolov8s-seg.pt |
2D / realistic person |
0.824 (bbox)<br/>0.809 (mask) |
0.605 (bbox)<br/>0.508 (mask) |
| person_yolov8m-seg.pt |
2D / realistic person |
0.849 (bbox)<br/>0.831 (mask) |
0.636 (bbox)<br/>0.533 (mask) |
| deepfashion2_yolov8s-seg.pt |
realistic clothes |
0.849 (bbox)<br/>0.840 (mask) |
0.763 (bbox)<br/>0.675 (mask) |
Usage
from huggingface_hub import hf_hub_download
from ultralytics import YOLO
path = hf_hub_download("Bingsu/adetailer", "face_yolov8n.pt")
model = YOLO(path)
import cv2
from PIL import Image
img = "https://farm5.staticflickr.com/4139/4887614566_6b57ec4422_z.jpg"
output = model(img)
pred = output[0].plot()
pred = cv2.cvtColor(pred, cv2.COLOR_BGR2RGB)
pred = Image.fromarray(pred)
pred
