Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +37 -0
- config.json +72 -0
- preprocessor_config.json +23 -0
- pytorch_model.bin +3 -0
.gitattributes
CHANGED
|
@@ -32,3 +32,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 32 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 33 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
| 32 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 33 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 35 |
+
*.bin.* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
*.tar.gz filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
tags:
|
| 3 |
+
- autotrain
|
| 4 |
+
- vision
|
| 5 |
+
- image-classification
|
| 6 |
+
datasets:
|
| 7 |
+
- OttoYu/autotrain-data-tree-classification
|
| 8 |
+
widget:
|
| 9 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
|
| 10 |
+
example_title: Tiger
|
| 11 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
|
| 12 |
+
example_title: Teapot
|
| 13 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
|
| 14 |
+
example_title: Palace
|
| 15 |
+
co2_eq_emissions:
|
| 16 |
+
emissions: 0.8942374660281194
|
| 17 |
+
---
|
| 18 |
+
|
| 19 |
+
# Model Trained Using AutoTrain
|
| 20 |
+
|
| 21 |
+
- Problem type: Multi-class Classification
|
| 22 |
+
- Model ID: 43081109815
|
| 23 |
+
- CO2 Emissions (in grams): 0.8942
|
| 24 |
+
|
| 25 |
+
## Validation Metrics
|
| 26 |
+
|
| 27 |
+
- Loss: 0.772
|
| 28 |
+
- Accuracy: 0.792
|
| 29 |
+
- Macro F1: 0.754
|
| 30 |
+
- Micro F1: 0.792
|
| 31 |
+
- Weighted F1: 0.747
|
| 32 |
+
- Macro Precision: 0.744
|
| 33 |
+
- Micro Precision: 0.792
|
| 34 |
+
- Weighted Precision: 0.743
|
| 35 |
+
- Macro Recall: 0.808
|
| 36 |
+
- Micro Recall: 0.792
|
| 37 |
+
- Weighted Recall: 0.792
|
config.json
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "AutoTrain",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"SwinForImageClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"depths": [
|
| 8 |
+
2,
|
| 9 |
+
2,
|
| 10 |
+
18,
|
| 11 |
+
2
|
| 12 |
+
],
|
| 13 |
+
"drop_path_rate": 0.1,
|
| 14 |
+
"embed_dim": 128,
|
| 15 |
+
"encoder_stride": 32,
|
| 16 |
+
"hidden_act": "gelu",
|
| 17 |
+
"hidden_dropout_prob": 0.0,
|
| 18 |
+
"hidden_size": 1024,
|
| 19 |
+
"id2label": {
|
| 20 |
+
"0": "Araucaria columnaris",
|
| 21 |
+
"1": "Archontophenix alexandrae",
|
| 22 |
+
"10": "Melaleuca cajuputi subsp. cumingiana",
|
| 23 |
+
"11": "Psychotria asiatica",
|
| 24 |
+
"12": "Terminalia mantaly",
|
| 25 |
+
"2": "Bischofia javanica",
|
| 26 |
+
"3": "Callistemon viminalis",
|
| 27 |
+
"4": "Casuarina equisetifolia",
|
| 28 |
+
"5": "Cinnamomum burmannii",
|
| 29 |
+
"6": "Dicranopteris pedata",
|
| 30 |
+
"7": "Hibiscus tiliaceus",
|
| 31 |
+
"8": "Livistona chinensis",
|
| 32 |
+
"9": "Machilus chekiangensis"
|
| 33 |
+
},
|
| 34 |
+
"image_size": 224,
|
| 35 |
+
"initializer_range": 0.02,
|
| 36 |
+
"label2id": {
|
| 37 |
+
"Araucaria columnaris": "0",
|
| 38 |
+
"Archontophenix alexandrae": "1",
|
| 39 |
+
"Bischofia javanica": "2",
|
| 40 |
+
"Callistemon viminalis": "3",
|
| 41 |
+
"Casuarina equisetifolia": "4",
|
| 42 |
+
"Cinnamomum burmannii": "5",
|
| 43 |
+
"Dicranopteris pedata": "6",
|
| 44 |
+
"Hibiscus tiliaceus": "7",
|
| 45 |
+
"Livistona chinensis": "8",
|
| 46 |
+
"Machilus chekiangensis": "9",
|
| 47 |
+
"Melaleuca cajuputi subsp. cumingiana": "10",
|
| 48 |
+
"Psychotria asiatica": "11",
|
| 49 |
+
"Terminalia mantaly": "12"
|
| 50 |
+
},
|
| 51 |
+
"layer_norm_eps": 1e-05,
|
| 52 |
+
"max_length": 128,
|
| 53 |
+
"mlp_ratio": 4.0,
|
| 54 |
+
"model_type": "swin",
|
| 55 |
+
"num_channels": 3,
|
| 56 |
+
"num_heads": [
|
| 57 |
+
4,
|
| 58 |
+
8,
|
| 59 |
+
16,
|
| 60 |
+
32
|
| 61 |
+
],
|
| 62 |
+
"num_layers": 4,
|
| 63 |
+
"padding": "max_length",
|
| 64 |
+
"patch_size": 4,
|
| 65 |
+
"path_norm": true,
|
| 66 |
+
"problem_type": "single_label_classification",
|
| 67 |
+
"qkv_bias": true,
|
| 68 |
+
"torch_dtype": "float32",
|
| 69 |
+
"transformers_version": "4.25.1",
|
| 70 |
+
"use_absolute_embeddings": false,
|
| 71 |
+
"window_size": 7
|
| 72 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"do_rescale": true,
|
| 4 |
+
"do_resize": true,
|
| 5 |
+
"feature_extractor_type": "ViTFeatureExtractor",
|
| 6 |
+
"image_mean": [
|
| 7 |
+
0.485,
|
| 8 |
+
0.456,
|
| 9 |
+
0.406
|
| 10 |
+
],
|
| 11 |
+
"image_processor_type": "ViTImageProcessor",
|
| 12 |
+
"image_std": [
|
| 13 |
+
0.229,
|
| 14 |
+
0.224,
|
| 15 |
+
0.225
|
| 16 |
+
],
|
| 17 |
+
"resample": 3,
|
| 18 |
+
"rescale_factor": 0.00392156862745098,
|
| 19 |
+
"size": {
|
| 20 |
+
"height": 224,
|
| 21 |
+
"width": 224
|
| 22 |
+
}
|
| 23 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:eb07799de70a84f150815872999c856b64e55fb4d0c99851029966529157a50f
|
| 3 |
+
size 347644817
|