MIT River Herring 2 Dataset

Try Pre-Trained Model

2023-06-30 7:37am

v40

a year ago

2023-06-21 11:59am

Generated on Jun 21, 2023

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.

2617 Total Images

View All Images

Dataset Split

Train Set 92%

2399Images

Valid Set 2%

42Images

Test Set 7%

176Images

Preprocessing

Auto-Orient: Applied

Resize: Fit within 480x640

Augmentations

Outputs per training example: 3

Blur: Up to 4px

Similar Projects

Object Detection Model snap

MIT Fishery MIT Fishery

3.8k images 3 models

Object Detection Model snap

MIT River Herring MIT Fisheries

4.3k images 1 model

Object Detection Model snap

IRWA River Herring IRWA MIT Fishery

5.7k images 2 models

Object Detection Model snap

TRAFFIC 2 TRRAFICC

1.2k images 1 model

Object Detection Model snap

TRAFFIC TRRAFICC

1.2k images 1 model