Datasets of fish for deep learning. A standarized way to create a public dataset of fish (images -> labelling -> dataset exports). If you want to add more images create an issue.
- YOLOv3: FISH9002 https://github.com/DZPeru/fishv3
- YOLOv4: FISH9002 https://github.com/DZPeru/fishv4
- YOLOv5: FISH9003 https://github.com/DZPeru/fishv5 - Not ready
- All datasets available on: https://bit.ly/34xV7al Link to Google Drive ✔️
Thanks to Roboflow, we can export for different formats:
-
Powered by Roboflow (All images resized to 416x416): JSON (
COCO,CreateML), XML (Pascal VOC), TXT (YOLO Darknet,YOLO v3 Keras,YOLO v4 PyTorch,YOLO v5 PyTorch), CSV (Tensorflow Object Detection,RetinaNet Keras,Multiclass Classification), Others (Tensorflow TFRecord). -
Powered by CVAT (All images original size): JSON (
COCO,Datumaro), XML (CVAT Image,CVAT Video,LabelMe,PASCAL VOC), TXT (MOT,YOLO), JPG,PNG (ImageNet,Segmentation Mask), Others (Tensorflow TFRecord).
Choose just one zip file for one model, select the zip file accord to your model or download all the exports on release section
| Date | Images | Classes | Download dataset & Code (TR70/VL20/TS10) |
|---|---|---|---|
| 2020-XX-XX | 7500 (2500) | +1 | FISH9005 - Coming soon ... |
| 2021-02-15 | 2400 (1000) | 1 | FISH9004 - less errors ✔️ |
| 2020-12-15 | 2400 (1000) | 1 | FISH9003 ✔️ |
| 2020-12-11 | 723 (301) | 1 | FISH9002 ✔️ |
| 2020-10-18 | 301 (301) | 1 | FISH9001 ✔️ |
- By now just segmented salmon. But the list to complete is here.
Example code to use only with Roboflow notebooks to use the repo and locate correctly.
# Instead of doing:
!curl -L "ROBOFLOW LINK" > roboflow.zip; unzip roboflow.zip; rm roboflow.zip
# Use:
!gdown --id "ID OF THE GOOGLE DRIVE ZIP" > roboflow.zip; unzip roboflow.zip; rm roboflow.zipKeywords to find these datasets: fish, trout
- 2020-08-25 Kaggle 9
- 2020-12-15 Google Images 1
- 2020-08-25 Google Datasets 0
- 2020-08-25 Google BigQuery 0
- 2020-08-25 dataquest.io 0
- 2020-08-25 Socrata 0
- 2020-08-25 Data.gov 0
- 2020-08-25 data.world 0
- 2020-08-25 NOAA Fisheries 1
- 2020-08-25 Fish-Pak 1
- 2020-08-25 Github 1
- 2020-08-25 FishBase 1
- 2020-08-26 CoCo Dataset 1
- 2020-12-15 FISH0015 https://drive.google.com/drive/u/0/folders/1VCEsrkksZqUffLnvqkAml5f9DZvhegRI (100MB) ✔️
- 2020-08-25 FISH0014 https://www.kaggle.com/ssfailearning/futurefish (351MB) ✔️
- 2020-08-25 FISH0013 https://www.kaggle.com/jasmeetkaur/fishdataset (3.0GB) ✔️
- 2020-08-25 FISH0012 https://www.kaggle.com/tomeryacov/fishfish (302MB) ✔️
- 2020-08-25 FISH0011 https://www.kaggle.com/linykc/fish-images-dataset (297KB) ❌
- 2020-08-25 FISH0010 https://www.kaggle.com/khaledelsayedibrahim/fishclassifyfinal (605MB) ✔️
- 2020-08-25 FISH0009 https://www.kaggle.com/jasmeetkaur/fishdatasetcleaned (1.1GB) ✔️
- 2020-08-25 FISH0008 https://www.kaggle.com/cmkmoorthy/aquariumfished (189MB) ✔️
- 2020-08-25 FISH0007 https://www.kaggle.com/amitneeman/fish-2 (309MB) ✔️
- 2020-08-25 FISH0006 https://www.kaggle.com/khaledelsayedibrahim/fishclassifierfinal (553MB) ✔️
- 2020-08-25 FISH0005 https://swfscdata.nmfs.noaa.gov/labeled-fishes-in-the-wild/ (433MB) ✔️
- 2020-08-25 FISH0004 https://data.mendeley.com/datasets/n3ydw29sbz/3 (3.2GB) ✔️
- 2020-08-25 FISH0003 https://apps.aims.gov.au/metadata/view/38c829d4-6b6d-44a1-9476-f9b0955ce0b8 () ✔️
- 2020-08-25 FISH0002 https://www.fishbase.de/photos/ThumbnailsSummary.php?Genus=Oncorhynchus&Species=mykiss (34MB) ✔️
- 2020-08-25 FISH0001 https://github.com/cocodataset/cocoapi (API Connection) ✔️
There's a guide to help creating this dataset standardized and exported to a multiple standards. Click here
This repository is under MIT LICENSE.