commit files to HF hub
Browse files- README.md +28 -0
- config.json +46 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- runs/events.out.tfevents.1675782140.428f933f4cef.757.2 +3 -0
README.md
ADDED
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
tags:
|
3 |
+
- image-classification
|
4 |
+
- pytorch
|
5 |
+
- huggingpics
|
6 |
+
metrics:
|
7 |
+
- accuracy
|
8 |
+
|
9 |
+
model-index:
|
10 |
+
- name: imclasif-genres-v001
|
11 |
+
results:
|
12 |
+
- task:
|
13 |
+
name: Image genre Classification
|
14 |
+
type: image-classification
|
15 |
+
metrics:
|
16 |
+
- name: Accuracy
|
17 |
+
type: accuracy
|
18 |
+
value: 0.8643457293510437
|
19 |
+
---
|
20 |
+
|
21 |
+
# imclasif-genres-v001
|
22 |
+
|
23 |
+
|
24 |
+
Autogenerated by HuggingPics🤗🖼️
|
25 |
+
|
26 |
+
Create your own image classifier for **anything** by running [the demo on Google Colab](https://colab.research.google.com/github/nateraw/huggingpics/blob/main/HuggingPics.ipynb).
|
27 |
+
|
28 |
+
Report any issues with the demo at the [github repo](https://github.com/nateraw/huggingpics).
|
config.json
ADDED
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/vit-base-patch16-224-in21k",
|
3 |
+
"architectures": [
|
4 |
+
"ViTForImageClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"encoder_stride": 16,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.0,
|
10 |
+
"hidden_size": 768,
|
11 |
+
"id2label": {
|
12 |
+
"0": "3d",
|
13 |
+
"1": "Photho",
|
14 |
+
"2": "anime",
|
15 |
+
"3": "cartoon",
|
16 |
+
"4": "drawn",
|
17 |
+
"5": "lineart",
|
18 |
+
"6": "mixed",
|
19 |
+
"7": "other",
|
20 |
+
"8": "sketch"
|
21 |
+
},
|
22 |
+
"image_size": 224,
|
23 |
+
"initializer_range": 0.02,
|
24 |
+
"intermediate_size": 3072,
|
25 |
+
"label2id": {
|
26 |
+
"3d": "0",
|
27 |
+
"Photho": "1",
|
28 |
+
"anime": "2",
|
29 |
+
"cartoon": "3",
|
30 |
+
"drawn": "4",
|
31 |
+
"lineart": "5",
|
32 |
+
"mixed": "6",
|
33 |
+
"other": "7",
|
34 |
+
"sketch": "8"
|
35 |
+
},
|
36 |
+
"layer_norm_eps": 1e-12,
|
37 |
+
"model_type": "vit",
|
38 |
+
"num_attention_heads": 12,
|
39 |
+
"num_channels": 3,
|
40 |
+
"num_hidden_layers": 12,
|
41 |
+
"patch_size": 16,
|
42 |
+
"problem_type": "single_label_classification",
|
43 |
+
"qkv_bias": true,
|
44 |
+
"torch_dtype": "float32",
|
45 |
+
"transformers_version": "4.26.0"
|
46 |
+
}
|
preprocessor_config.json
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"do_rescale": true,
|
4 |
+
"do_resize": true,
|
5 |
+
"image_mean": [
|
6 |
+
0.5,
|
7 |
+
0.5,
|
8 |
+
0.5
|
9 |
+
],
|
10 |
+
"image_processor_type": "ViTFeatureExtractor",
|
11 |
+
"image_std": [
|
12 |
+
0.5,
|
13 |
+
0.5,
|
14 |
+
0.5
|
15 |
+
],
|
16 |
+
"resample": 2,
|
17 |
+
"rescale_factor": 0.00392156862745098,
|
18 |
+
"size": {
|
19 |
+
"height": 224,
|
20 |
+
"width": 224
|
21 |
+
}
|
22 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:62c0c530f3556aefccb7142e247ca1ae990659f3077841fd6b7c529663a2e015
|
3 |
+
size 343287469
|
runs/events.out.tfevents.1675782140.428f933f4cef.757.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b1aa4b9254c6dbe5a3604e7db34e9d3166b09f27b15e00b7e1e71567a04b57ed
|
3 |
+
size 5260
|