TRY THIS MODEL
Drop image here to test
drinks-identify/2 (latest)
Go to Universe Home
Sign In
Sign In or Sign Up
Universe
Universe
Documentation
Documentation
Documentation
Edit Project
drinks identify
Object Detection
Overview
Images
542
Dataset
4
Model
1
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2023-08-11 1:53pm
v4
·
a year ago
2023-08-10 4:00pm
v3
·
a year ago
2023-08-10 11:46am
v2
·
a year ago
2023-08-10 10:06am
v1
·
a year ago
v2
2023-08-10 11:46am
Generated on Aug 10, 2023
Download
Dataset
Popular Download Formats
YOLOv11
TXT annotations and YAML config
used with
YOLOv11
.
YOLOv9
TXT annotations and YAML config
used with
YOLOv9
.
YOLOv8
TXT annotations and YAML config
used with
YOLOv8
.
YOLOv5
TXT annotations and YAML config
used with
YOLOv5
.
YOLOv7
TXT annotations and YAML config
used with
YOLOv7
.
COCO JSON
COCO JSON annotations
are used with
EfficientDet Pytorch
and
Detectron 2
.
YOLO Darknet
Darknet TXT annotations
used with
YOLO Darknet
(both v3 and v4) and
YOLOv3 PyTorch
.
Pascal VOC XML
Common
XML annotation format
for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format
used for both
Tensorflow 1.5
and
Tensorflow 2.0 Object Detection
models.
PaliGemma
PaliGemma JSONL format
used for fine-tuning
PaliGemma
, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format
is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
215
Total Images
View All Images
Dataset Split
Train Set
82%
177
Images
Valid Set
11%
24
Images
Test Set
7%
14
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Grayscale:
Apply to 80% of images
Cutout:
3 boxes with 20% size each
Similar Projects
See More
Object Detection
recycle
Thaifood
2.2k images
0.9760407
Object Detection
Model
snap
inventory_v3
nuu
892 images
1 model
0.9746121
Object Detection
Final
THIS
881 images
0.97168994
Object Detection
Model
snap
inventory_v2
nuu
587 images
1 model
0.96985996
Object Detection
Model
snap
Library Drink detection
Library sweet drinksnack detector
88 images
3 models
0.9697356