Dataset Versions

v21

2023-07-09 4:54pm

Generated on Jul 9, 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.

646 Total Images

View All Images

Dataset Split

Train Set 92%

595Images

Valid Set 5%

34Images

Test Set 3%

17Images

Preprocessing

Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 5

90° Rotate: Clockwise, Counter-Clockwise

Shear: ±6° Horizontal, ±6° Vertical

Saturation: Between -20% and +20%

Brightness: Between -20% and +20%

Similar Projects

Object Detection Model snap

cacao classifier dataset CACAO CLASSIFIER DATASET

206 images 1 model

Object Detection Model yolov5

cacao v2 CACAO

257 images 1 model

Object Detection Model snap yolov5

cacao CACAO

232 images 4 models

Object Detection Model snap

Cacao Bean Classifier CACAO CLASSIFIER DATASET

468 images 1 model

Object Detection

uiff Cocoa Vision

220 images

Cacao Beans