Image Classification
timm
LiteRT
Safetensors
coffee
plant-disease
agriculture
efficientnet
supervised-fine-tuning
Instructions to use ConnorLee08/coffee-leaf-efficientnet-b2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- timm
How to use ConnorLee08/coffee-leaf-efficientnet-b2 with timm:
import timm model = timm.create_model("hf-hub:ConnorLee08/coffee-leaf-efficientnet-b2", pretrained=True) - Notebooks
- Google Colab
- Kaggle
Download datasets/statistics.json from ConnorLee08/coffee-leaf-efficientnet-b2: direct link, hf CLI and curl.
- Browser
- Download file 4.44 kB
-
https://huggingface.co/ConnorLee08/coffee-leaf-efficientnet-b2/resolve/main/datasets/statistics.json
- Command line
-
hf download hf://ConnorLee08/coffee-leaf-efficientnet-b2/datasets/statistics.json
-
curl -L -o statistics.json https://huggingface.co/ConnorLee08/coffee-leaf-efficientnet-b2/resolve/main/datasets/statistics.json
4.44 kB
| { | |
| "b0": { | |
| "total_entries": 23552, | |
| "split_counts": { | |
| "test": 4571, | |
| "train": 14119, | |
| "val": 3921, | |
| "external": 941 | |
| }, | |
| "source_split_counts": { | |
| "agml": { | |
| "test": 1457, | |
| "train": 1278, | |
| "val": 1021 | |
| }, | |
| "beans": { | |
| "test": 128, | |
| "train": 1034, | |
| "val": 133 | |
| }, | |
| "bracol_leaf": { | |
| "test": 199, | |
| "train": 964, | |
| "val": 207 | |
| }, | |
| "bracol_symptom": { | |
| "train": 1462, | |
| "val": 324, | |
| "test": 343 | |
| }, | |
| "coffeeleaf_own_field": { | |
| "test": 1318, | |
| "train": 5448, | |
| "external": 83, | |
| "val": 1380 | |
| }, | |
| "coffeeleaf_rust_and_leaf_miner": { | |
| "test": 866, | |
| "train": 2861, | |
| "val": 628, | |
| "external": 11 | |
| }, | |
| "multispec_external": { | |
| "external": 847 | |
| }, | |
| "rocole": { | |
| "test": 260, | |
| "train": 1072, | |
| "val": 228 | |
| } | |
| }, | |
| "class_split_counts": { | |
| "train": { | |
| "cercospora": 308, | |
| "phoma": 719, | |
| "healthy": 941, | |
| "rust": 4762, | |
| "miner": 2758, | |
| "red_spider_mite": 116, | |
| "unsupported": 1034, | |
| "weevil_damage": 3481 | |
| }, | |
| "val": { | |
| "cercospora": 167, | |
| "phoma": 312, | |
| "healthy": 210, | |
| "rust": 1233, | |
| "miner": 917, | |
| "red_spider_mite": 25, | |
| "unsupported": 133, | |
| "weevil_damage": 924 | |
| }, | |
| "test": { | |
| "cercospora": 210, | |
| "phoma": 453, | |
| "healthy": 230, | |
| "rust": 1433, | |
| "miner": 1197, | |
| "red_spider_mite": 26, | |
| "unsupported": 128, | |
| "weevil_damage": 894 | |
| }, | |
| "external": { | |
| "weevil_damage": 79, | |
| "rust": 851, | |
| "miner": 11 | |
| } | |
| }, | |
| "group_counts": { | |
| "train": 3565, | |
| "val": 870, | |
| "test": 970, | |
| "external": 769 | |
| }, | |
| "group_qualification": "Capture/parent/duplicate groups are proxies, not known independent plants" | |
| }, | |
| "expanded": { | |
| "total_entries": 32414, | |
| "split_counts": { | |
| "test": 5868, | |
| "train": 20311, | |
| "val": 5294, | |
| "external": 941 | |
| }, | |
| "source_split_counts": { | |
| "agml": { | |
| "test": 1457, | |
| "train": 1278, | |
| "val": 1021 | |
| }, | |
| "beans": { | |
| "test": 128, | |
| "train": 1034, | |
| "val": 133 | |
| }, | |
| "bracol_expert": { | |
| "train": 5087, | |
| "val": 1205, | |
| "test": 1072 | |
| }, | |
| "bracol_leaf": { | |
| "test": 199, | |
| "train": 964, | |
| "val": 207 | |
| }, | |
| "bracol_symptom": { | |
| "train": 1462, | |
| "val": 324, | |
| "test": 343 | |
| }, | |
| "coffeeleaf_own_field": { | |
| "test": 1318, | |
| "train": 5448, | |
| "external": 83, | |
| "val": 1380 | |
| }, | |
| "coffeeleaf_rust_and_leaf_miner": { | |
| "test": 866, | |
| "train": 2861, | |
| "val": 628, | |
| "external": 11 | |
| }, | |
| "multispec_external": { | |
| "external": 847 | |
| }, | |
| "peru": { | |
| "train": 1105, | |
| "val": 168, | |
| "test": 225 | |
| }, | |
| "rocole": { | |
| "test": 260, | |
| "train": 1072, | |
| "val": 228 | |
| } | |
| }, | |
| "class_split_counts": { | |
| "train": { | |
| "cercospora": 425, | |
| "phoma": 1747, | |
| "healthy": 1297, | |
| "rust": 8899, | |
| "miner": 2977, | |
| "red_spider_mite": 116, | |
| "unsupported": 1369, | |
| "weevil_damage": 3481 | |
| }, | |
| "val": { | |
| "cercospora": 216, | |
| "phoma": 575, | |
| "healthy": 265, | |
| "rust": 2101, | |
| "miner": 964, | |
| "red_spider_mite": 25, | |
| "unsupported": 224, | |
| "weevil_damage": 924 | |
| }, | |
| "test": { | |
| "cercospora": 231, | |
| "phoma": 677, | |
| "healthy": 318, | |
| "rust": 2267, | |
| "miner": 1253, | |
| "red_spider_mite": 26, | |
| "unsupported": 202, | |
| "weevil_damage": 894 | |
| }, | |
| "external": { | |
| "weevil_damage": 79, | |
| "rust": 851, | |
| "miner": 11 | |
| } | |
| }, | |
| "group_counts": { | |
| "train": 3624, | |
| "val": 884, | |
| "test": 982, | |
| "external": 769 | |
| }, | |
| "group_qualification": "Capture/parent/duplicate groups are proxies, not known independent plants" | |
| } | |
| } | |