SaurabhArora commited on
Commit
b2745fc
1 Parent(s): 2729175

commit files to HF hub

Browse files
.gitattributes CHANGED
@@ -33,3 +33,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ images/broken_headlight.jpg filter=lfs diff=lfs merge=lfs -text
37
+ images/damaged_windscreen.jpg filter=lfs diff=lfs merge=lfs -text
38
+ images/deflated_tire.jpg filter=lfs diff=lfs merge=lfs -text
39
+ images/vehicle_oil_leak.jpg filter=lfs diff=lfs merge=lfs -text
40
+ images/worn_out_tire.jpg filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - image-classification
4
+ - pytorch
5
+ - huggingpics
6
+ metrics:
7
+ - accuracy
8
+
9
+ model-index:
10
+ - name: vehicle_defects
11
+ results:
12
+ - task:
13
+ name: Image Classification
14
+ type: image-classification
15
+ metrics:
16
+ - name: Accuracy
17
+ type: accuracy
18
+ value: 0.7857142686843872
19
+ ---
20
+
21
+ # vehicle_defects
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).
29
+
30
+
31
+ ## Example Images
32
+
33
+
34
+ #### broken headlight
35
+
36
+ ![broken headlight](images/broken_headlight.jpg)
37
+
38
+ #### damaged windscreen
39
+
40
+ ![damaged windscreen](images/damaged_windscreen.jpg)
41
+
42
+ #### deflated tire
43
+
44
+ ![deflated tire](images/deflated_tire.jpg)
45
+
46
+ #### vehicle oil leak
47
+
48
+ ![vehicle oil leak](images/vehicle_oil_leak.jpg)
49
+
50
+ #### worn out tire
51
+
52
+ ![worn out tire](images/worn_out_tire.jpg)
config.json ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "broken headlight",
13
+ "1": "damaged windscreen",
14
+ "2": "deflated tire",
15
+ "3": "vehicle oil leak",
16
+ "4": "worn out tire"
17
+ },
18
+ "image_size": 224,
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 3072,
21
+ "label2id": {
22
+ "broken headlight": "0",
23
+ "damaged windscreen": "1",
24
+ "deflated tire": "2",
25
+ "vehicle oil leak": "3",
26
+ "worn out tire": "4"
27
+ },
28
+ "layer_norm_eps": 1e-12,
29
+ "model_type": "vit",
30
+ "num_attention_heads": 12,
31
+ "num_channels": 3,
32
+ "num_hidden_layers": 12,
33
+ "patch_size": 16,
34
+ "problem_type": "single_label_classification",
35
+ "qkv_bias": true,
36
+ "torch_dtype": "float32",
37
+ "transformers_version": "4.31.0"
38
+ }
images/broken_headlight.jpg ADDED

Git LFS Details

  • SHA256: 077860d9a7cc0b7d7f1dd5ab8a2772bdc6516341ca7f5ec7ec08207287360b38
  • Pointer size: 130 Bytes
  • Size of remote file: 29.2 kB
images/damaged_windscreen.jpg ADDED

Git LFS Details

  • SHA256: 994414d9f72c7b758c7511fcdfc12e28d7f4119547d3a083513a5a3004d43eba
  • Pointer size: 130 Bytes
  • Size of remote file: 24.9 kB
images/deflated_tire.jpg ADDED

Git LFS Details

  • SHA256: 82af373f158bfa6a9c3ec2465014809472082d63417191274431787d64817b96
  • Pointer size: 130 Bytes
  • Size of remote file: 72.2 kB
images/vehicle_oil_leak.jpg ADDED

Git LFS Details

  • SHA256: 5550834752da893c67a62198f4885e4b571d2f05b0f5d7b5219b3978b2d78275
  • Pointer size: 129 Bytes
  • Size of remote file: 7.82 kB
images/worn_out_tire.jpg ADDED

Git LFS Details

  • SHA256: de8ad67b346e545377817cc93623f304de2665df514bfe1bfcaeeadb3c36f225
  • Pointer size: 130 Bytes
  • Size of remote file: 75 kB
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 sha256:221586ceee2955cbc991cf8a6e506dc496cdb5b2b487350ea5aa40ec5a989148
3
+ size 343275181
runs/events.out.tfevents.1691560114.405aa4a47be8.459.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:db7b19776b09c4f48a38c73c6c08abbdbf2b1917f74426f9d620f75eea7b2c89
3
+ size 1303