{ "id": 626910, "title": "Irish Grass Clover Dataset", "url": "/competitions/csiro-biomass/discussion/626910", "author_name": "", "post_date": "2025-11-16T15:14:48.176333800Z", "votes": 70, "comment_count": 11, "views": 0, "content": "

I’ve uploaded a Kaggle-ready version of the Irish Grass Clover Dataset (originally on Zenodo).

\n

It contains high-resolution camera, phone, and drone images of Irish grasslands, with rich labels such as dry biomass (kg DM/ha), grass/clover/weed composition, and post-cut height—plus large unlabeled sets for semi-supervised work.

\n
irish_grass_clover/\n│\n├── camera/\n│   ├── train.csv                \n│   ├── val.csv                  \n│   ├── train_red.csv            \n│   └── images/                  \n│\n├── phone/\n│   ├── phone_gt_train.csv       \n│   ├── phone_gt_val.csv         \n│   └── images/                  \n│\n├── camera_unlab/                \n│\n├── phone_unlab/                 \n│\n├── drone/\n│   ├── images/                  \n│   ├── labels.csv               \n│   └── paddock_gt.csv           \n│\n└── README.md\n
\n

Citations for the original authors are included on the dataset page.

\n

Dataset: https://www.kaggle.com/datasets/amirmmahdavikia/irish-grass-clover

", "messages": [ { "id": "3332010", "postDate": "11/16/2025 15:14:48", "content": "

I’ve uploaded a Kaggle-ready version of the Irish Grass Clover Dataset (originally on Zenodo).

\n

It contains high-resolution camera, phone, and drone images of Irish grasslands, with rich labels such as dry biomass (kg DM/ha), grass/clover/weed composition, and post-cut height—plus large unlabeled sets for semi-supervised work.

\n
irish_grass_clover/\n│\n├── camera/\n│   ├── train.csv                \n│   ├── val.csv                  \n│   ├── train_red.csv            \n│   └── images/                  \n│\n├── phone/\n│   ├── phone_gt_train.csv       \n│   ├── phone_gt_val.csv         \n│   └── images/                  \n│\n├── camera_unlab/                \n│\n├── phone_unlab/                 \n│\n├── drone/\n│   ├── images/                  \n│   ├── labels.csv               \n│   └── paddock_gt.csv           \n│\n└── README.md\n
\n

Citations for the original authors are included on the dataset page.

\n

Dataset: https://www.kaggle.com/datasets/amirmmahdavikia/irish-grass-clover

", "rawMarkdown": "**I’ve uploaded a Kaggle-ready version of the Irish Grass Clover Dataset (originally on Zenodo).** \n\nIt contains high-resolution camera, phone, and drone images of Irish grasslands, with rich labels such as dry biomass (kg DM/ha), grass/clover/weed composition, and post-cut height—plus large unlabeled sets for semi-supervised work.\n\n```\nirish_grass_clover/\n│\n├── camera/\n│ ├── train.csv # 418 labelled images\n│ ├── val.csv # 107 labelled images\n│ ├── train_red.csv # 52-image reduced training subset\n│ └── images/ # 525 labelled camera images\n│\n├── phone/\n│ ├── phone_gt_train.csv # 17 labelled images\n│ ├── phone_gt_val.csv # 107 labelled images\n│ └── images/ # 124 labelled phone images\n│\n├── camera_unlab/ # 1,072 unlabelled camera images\n│\n├── phone_unlab/ # 1,112 unlabelled phone images\n│\n├── drone/\n│ ├── images/ # 331 drone images (by paddock)\n│ ├── labels.csv # drone image → paddock-level GT\n│ └── paddock_gt.csv # 23 paddock GT values\n│\n└── README.md\n```\n\nCitations for the original authors are included on the dataset page.\n\n**Dataset:** https://www.kaggle.com/datasets/amirmmahdavikia/irish-grass-clover", "votes": null }, { "id": "3332373", "postDate": "11/16/2025 17:21:45", "content": "

Thanks - hope it turns out to be helpful.

", "rawMarkdown": "Thanks - hope it turns out to be helpful.", "votes": null }, { "id": "3332522", "postDate": "11/16/2025 18:19:53", "content": "

I found another dataset here: https://www.kaggle.com/datasets/usharengaraju/grassclover-dataset

", "rawMarkdown": "I found another dataset here: https://www.kaggle.com/datasets/usharengaraju/grassclover-dataset", "votes": null }, { "id": "3332830", "postDate": "11/17/2025 01:18:20", "content": "

I believe this dataset can be very helpful. Thanks for sharing this!

", "rawMarkdown": "I believe this dataset can be very helpful. Thanks for sharing this!", "votes": null }, { "id": "3334045", "postDate": "11/17/2025 11:44:07", "content": "

It seems your rank gets higher, does the dataset help?

", "rawMarkdown": "It seems your rank gets higher, does the dataset help?", "votes": null }, { "id": "3334293", "postDate": "11/17/2025 13:40:52", "content": "

Nope. I tried a new method

", "rawMarkdown": "Nope. I tried a new method", "votes": null }, { "id": "3334465", "postDate": "11/17/2025 14:46:44", "content": "

Has anyone checked - are these two datasets from the same study?

", "rawMarkdown": "Has anyone checked - are these two datasets from the same study?", "votes": null }, { "id": "3335567", "postDate": "11/18/2025 05:07:58", "content": "

Nope~ It's cited in our paper.

", "rawMarkdown": "Nope~ It's cited in our paper.", "votes": null }, { "id": "3336232", "postDate": "11/18/2025 12:01:56", "content": "

Thank you for this dataset!

", "rawMarkdown": "Thank you for this dataset!", "votes": null }, { "id": "3336256", "postDate": "11/18/2025 12:14:05", "content": "

all the state data is from aystralia would the images from ireland work?

", "rawMarkdown": "all the state data is from aystralia would the images from ireland work?", "votes": null }, { "id": "3341532", "postDate": "11/20/2025 08:43:11", "content": "

These datasets are quite different. I did a detailed comparison in this notebook. Check it out!

", "rawMarkdown": "These datasets are quite different. I did a detailed comparison in this [notebook](https://www.kaggle.com/code/amirmmahdavikia/csiro-paper-in-depth-eda#%F0%9F%97%84%EF%B8%8F-Other-datasets). Check it out!", "votes": null }, { "id": "3389267", "postDate": "01/10/2026 17:54:18", "content": "

Did anyone get boost from supervised pre-training or from SSL pre-training on unlabelled data from https://www.kaggle.com/datasets/amirmmahdavikia/irish-grass-clover ? Domain seems to be close to ours

", "rawMarkdown": "Did anyone get boost from supervised pre-training or from SSL pre-training on unlabelled data from https://www.kaggle.com/datasets/amirmmahdavikia/irish-grass-clover ? Domain seems to be close to ours", "votes": null } ], "comments": [ { "id": 3332373, "author_name": "pcjimmmy", "author_url": "", "post_date": "11/16/2025 17:21:45", "content": "

Thanks - hope it turns out to be helpful.

", "votes": null, "replies": [] }, { "id": 3332522, "author_name": "paritoshtripathi5", "author_url": "", "post_date": "11/16/2025 18:19:53", "content": "

I found another dataset here: https://www.kaggle.com/datasets/usharengaraju/grassclover-dataset

", "votes": null, "replies": [] }, { "id": 3332830, "author_name": "linkinpony", "author_url": "", "post_date": "11/17/2025 01:18:20", "content": "

I believe this dataset can be very helpful. Thanks for sharing this!

", "votes": null, "replies": [ { "id": 3334045, "author_name": "akomwins", "author_url": "", "post_date": "11/17/2025 11:44:07", "content": "

It seems your rank gets higher, does the dataset help?

", "votes": null, "replies": [ { "id": 3334293, "author_name": "linkinpony", "author_url": "", "post_date": "11/17/2025 13:40:52", "content": "

Nope. I tried a new method

", "votes": null, "replies": [] } ] } ] }, { "id": 3334465, "author_name": "pcjimmmy", "author_url": "", "post_date": "11/17/2025 14:46:44", "content": "

Has anyone checked - are these two datasets from the same study?

", "votes": null, "replies": [ { "id": 3335567, "author_name": "qiyuliaocsiro", "author_url": "", "post_date": "11/18/2025 05:07:58", "content": "

Nope~ It's cited in our paper.

", "votes": null, "replies": [] }, { "id": 3341532, "author_name": "amirmmahdavikia", "author_url": "", "post_date": "11/20/2025 08:43:11", "content": "

These datasets are quite different. I did a detailed comparison in this notebook. Check it out!

", "votes": null, "replies": [] } ] }, { "id": 3336232, "author_name": "irakozekelly", "author_url": "", "post_date": "11/18/2025 12:01:56", "content": "

Thank you for this dataset!

", "votes": null, "replies": [] }, { "id": 3336256, "author_name": "vijaythurimella", "author_url": "", "post_date": "11/18/2025 12:14:05", "content": "

all the state data is from aystralia would the images from ireland work?

", "votes": null, "replies": [] }, { "id": 3389267, "author_name": "ivanbashtovyi", "author_url": "", "post_date": "01/10/2026 17:54:18", "content": "

Did anyone get boost from supervised pre-training or from SSL pre-training on unlabelled data from https://www.kaggle.com/datasets/amirmmahdavikia/irish-grass-clover ? Domain seems to be close to ours

", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "3332010": "**I’ve uploaded a Kaggle-ready version of the Irish Grass Clover Dataset (originally on Zenodo).** \n\nIt contains high-resolution camera, phone, and drone images of Irish grasslands, with rich labels such as dry biomass (kg DM/ha), grass/clover/weed composition, and post-cut height—plus large unlabeled sets for semi-supervised work.\n\n```\nirish_grass_clover/\n│\n├── camera/\n│ ├── train.csv # 418 labelled images\n│ ├── val.csv # 107 labelled images\n│ ├── train_red.csv # 52-image reduced training subset\n│ └── images/ # 525 labelled camera images\n│\n├── phone/\n│ ├── phone_gt_train.csv # 17 labelled images\n│ ├── phone_gt_val.csv # 107 labelled images\n│ └── images/ # 124 labelled phone images\n│\n├── camera_unlab/ # 1,072 unlabelled camera images\n│\n├── phone_unlab/ # 1,112 unlabelled phone images\n│\n├── drone/\n│ ├── images/ # 331 drone images (by paddock)\n│ ├── labels.csv # drone image → paddock-level GT\n│ └── paddock_gt.csv # 23 paddock GT values\n│\n└── README.md\n```\n\nCitations for the original authors are included on the dataset page.\n\n**Dataset:** https://www.kaggle.com/datasets/amirmmahdavikia/irish-grass-clover", "3332373": "Thanks - hope it turns out to be helpful.", "3332522": "I found another dataset here: https://www.kaggle.com/datasets/usharengaraju/grassclover-dataset", "3332830": "I believe this dataset can be very helpful. Thanks for sharing this!", "3334045": "It seems your rank gets higher, does the dataset help?", "3334293": "Nope. I tried a new method", "3334465": "Has anyone checked - are these two datasets from the same study?", "3335567": "Nope~ It's cited in our paper.", "3336232": "Thank you for this dataset!", "3336256": "all the state data is from aystralia would the images from ireland work?", "3341532": "These datasets are quite different. I did a detailed comparison in this [notebook](https://www.kaggle.com/code/amirmmahdavikia/csiro-paper-in-depth-eda#%F0%9F%97%84%EF%B8%8F-Other-datasets). Check it out!", "3389267": "Did anyone get boost from supervised pre-training or from SSL pre-training on unlabelled data from https://www.kaggle.com/datasets/amirmmahdavikia/irish-grass-clover ? Domain seems to be close to ours" }, "source": "meta" }