MIT Fishery

Edit Project

MIT Fishery

Object Detection

MIT Fishery Image Dataset

Try Pre-Trained Model
Versions
2023-07-19 8:40pm
v18
·
a year ago
2023-07-14 11:05am
v17
·
a year ago
2023-07-12 10:36pm
v16
·
a year ago
2023-07-11 11:32pm
v15
·
a year ago
2023-07-11 8:01am
v14
·
a year ago
2023-07-10 2:49pm
v13
·
a year ago
2023-07-10 9:35am
v12
·
a year ago
2023-07-09 1:05pm
v11
·
a year ago
2023-07-07 6:13am
v10
·
a year ago
2023-07-06 9:20pm
v9
·
a year ago
2023-07-06 9:06pm
v8
·
a year ago
2023-07-05 9:32pm
v7
·
a year ago
2023-07-03 8:51am
v6
·
a year ago
2023-07-02 4:39pm
v5
·
a year ago
2023-07-02 4:30pm
v4
·
a year ago
2023-06-30 11:44am
v3
·
a year ago
2023-06-30 8:00am
v2
·
a year ago
2023-06-30 7:54am
v1
·
a year ago
v14

2023-07-11 8:01am

Generated on Jul 11, 2023
Download Dataset

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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.

4192 Total Images

View All Images
Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 84%
3502Images
Valid Set 11%
471Images
Test Set 5%
219Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 320x240
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 2
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each
Bounding Box: Rotation: Between -4° and +4°
Bounding Box: Blur: Up to 1px
Bounding Box: Noise: Up to 5% of pixels