Dataset Versions

Try Pre-Trained Model

2023-04-12 2:10pm

v35

2 years ago

v15

2023-04-05 6:49pm

Generated on Apr 5, 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.

603 Total Images

View All Images

Dataset Split

Train Set 88%

531Images

Valid Set 8%

50Images

Test Set 4%

22Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Auto-Adjust Contrast: Using Histogram Equalization

Filter Null: Require at least 4% of images to contain annotations.

Augmentations

Outputs per training example: 3

Grayscale: Apply to 23% of images

Saturation: Between -25% and +25%

Brightness: Between -20% and +20%

Bounding Box: Flip: Horizontal, Vertical

Similar Projects

Object Detection

food-types Nagsk Maak

288 images

Object Detection

multilabel food tigerdetector

1k images

Classification

Re-Model Food Image Detection ReModel Food Image Detection

10k images

Object Detection Model yolov9 yolov8 yolov8s snap

Food Items FinalYearProj

273 images 2 models

Classification Model

Food_Classification school

9.7k images 1 model