project1 Image Dataset

Try Pre-Trained Model

2022-09-22 8:33pm

v55

2 years ago

v22

2022-09-19 7:32pm

Generated on Sep 19, 2022

Download Dataset

Popular Download Formats

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.

874 Total Images

View All Images

Preprocessing

Static Crop: 25-100% Horizontal Region, 25-74% Vertical Region

Modify Classes: 0 remapped, 8 dropped

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

90° Rotate: Upside Down

Crop: 0% Minimum Zoom, 2% Maximum Zoom

Rotation: Between -3° and +3°

Shear: ±5° Horizontal, ±4° Vertical

Saturation: Between -34% and +34%

Exposure: Between -6% and +6%

Similar Projects

More like project-2kd2u/project1-r34bp

Small Object

islamic university

small-objects

578 images

Object Detection Model

Satellite

Muaz Ahmed

cars

72 images

Object Detection Model

satellite

Ammr Shafiq

cars

72 images

Object Detection

SOI-Instance-segmentation

Tusharyolov7

Roads

43 images

Instance Segmentation Model

Treedetection

Masters

Tree

210 images

Object Detection