TRY THIS MODEL
Drop image here to test
single-particle-detection/7
Go to Universe Home
Sign In
Sign In or Sign Up
Roboflow App
Roboflow App
Documentation
Documentation
Documentation
Edit Project
Single Particle Detection
Object Detection
Overview
Images
77
Dataset
12
Model
5
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2025-02-10 10:33am
v12
·
a month ago
2025-02-10 1:01am
v11
·
a month ago
2024-01-15 3:46pm
v10
·
a year ago
2024-01-15 1:29pm
v9
·
a year ago
2024-01-14 11:37am
v8
·
a year ago
2023-12-26 8:20am
v7
·
a year ago
2023-12-26 8:06am
v6
·
a year ago
2023-12-26 8:34am
v5
·
a year ago
2023-12-14 7:27am
v4
·
a year ago
2023-12-13 2:36pm
v3
·
a year ago
2023-12-13 12:41am
v2
·
a year ago
2023-12-11 4:44pm
v1
·
a year ago
v7
2023-12-26 8:20am
Generated on Dec 26, 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.
119
Total Images
View All Images
Dataset Split
Train Set
91%
108
Images
Valid Set
7%
8
Images
Test Set
3%
3
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 1440x1440
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise
Grayscale:
Apply to 58% of images
Similar Projects
See More