Hugging Face's logo

FellOffTheStairs
/
Emotional_Recognition_New1

Image Classification
Transformers
TensorBoard
Safetensors
vit
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
FellOffTheStairs commited on
Commit
398665d
•
1 Parent(s): 49e97fc

End of training

Browse files
Files changed (13) hide show
  1. README.md +51 -0
  2. config.json +44 -0
  3. model.safetensors +3 -0
  4. runs/Sep06_14-12-20_a3b79c5ec33f/events.out.tfevents.1725631943.a3b79c5ec33f.871.0 +3 -0
  5. runs/Sep06_14-12-20_a3b79c5ec33f/events.out.tfevents.1725632920.a3b79c5ec33f.871.1 +3 -0
  6. runs/Sep06_14-30-46_a3b79c5ec33f/events.out.tfevents.1725633046.a3b79c5ec33f.871.2 +3 -0
  7. runs/Sep06_15-01-50_a3b79c5ec33f/events.out.tfevents.1725634910.a3b79c5ec33f.871.3 +3 -0
  8. runs/Sep06_15-03-04_a3b79c5ec33f/events.out.tfevents.1725634985.a3b79c5ec33f.871.4 +3 -0
  9. runs/Sep06_15-03-44_a3b79c5ec33f/events.out.tfevents.1725635024.a3b79c5ec33f.871.5 +3 -0
  10. runs/Sep06_15-13-48_a3b79c5ec33f/events.out.tfevents.1725635630.a3b79c5ec33f.871.6 +3 -0
  11. runs/Sep06_15-14-18_a3b79c5ec33f/events.out.tfevents.1725635659.a3b79c5ec33f.871.7 +3 -0
  12. runs/Sep06_15-14-18_a3b79c5ec33f/events.out.tfevents.1725636640.a3b79c5ec33f.871.8 +3 -0
  13. training_args.bin +3 -0
README.md ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ license: apache-2.0
4
+ base_model: google/vit-base-patch16-224-in21k
5
+ tags:
6
+ - generated_from_trainer
7
+ datasets:
8
+ - imagefolder
9
+ model-index:
10
+ - name: Emotional_Recognition_New1
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # Emotional_Recognition_New1
18
+
19
+ This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the imagefolder dataset.
20
+
21
+ ## Model description
22
+
23
+ More information needed
24
+
25
+ ## Intended uses & limitations
26
+
27
+ More information needed
28
+
29
+ ## Training and evaluation data
30
+
31
+ More information needed
32
+
33
+ ## Training procedure
34
+
35
+ ### Training hyperparameters
36
+
37
+ The following hyperparameters were used during training:
38
+ - learning_rate: 2e-05
39
+ - train_batch_size: 8
40
+ - eval_batch_size: 16
41
+ - seed: 42
42
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
43
+ - lr_scheduler_type: linear
44
+ - num_epochs: 10
45
+
46
+ ### Framework versions
47
+
48
+ - Transformers 4.44.2
49
+ - Pytorch 2.4.0+cu121
50
+ - Datasets 2.21.0
51
+ - Tokenizers 0.19.1
config.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": "anger",
13
+ "1": "contempt",
14
+ "2": "disgust",
15
+ "3": "fear",
16
+ "4": "happy",
17
+ "5": "neutral",
18
+ "6": "sad",
19
+ "7": "surprise"
20
+ },
21
+ "image_size": 224,
22
+ "initializer_range": 0.02,
23
+ "intermediate_size": 3072,
24
+ "label2id": {
25
+ "anger": 0,
26
+ "contempt": 1,
27
+ "disgust": 2,
28
+ "fear": 3,
29
+ "happy": 4,
30
+ "neutral": 5,
31
+ "sad": 6,
32
+ "surprise": 7
33
+ },
34
+ "layer_norm_eps": 1e-12,
35
+ "model_type": "vit",
36
+ "num_attention_heads": 12,
37
+ "num_channels": 3,
38
+ "num_hidden_layers": 12,
39
+ "patch_size": 16,
40
+ "problem_type": "single_label_classification",
41
+ "qkv_bias": true,
42
+ "torch_dtype": "float32",
43
+ "transformers_version": "4.44.2"
44
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:be4fa8c8594d251cbe4fb03a694828dfa2d37ad7db38123490103a09e94cfb48
3
+ size 343242432
runs/Sep06_14-12-20_a3b79c5ec33f/events.out.tfevents.1725631943.a3b79c5ec33f.871.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0d425aada529fdd393c6b9f674942729cc3496ef53cbf5d945d1ab6d4b9a49ad
3
+ size 5942
runs/Sep06_14-12-20_a3b79c5ec33f/events.out.tfevents.1725632920.a3b79c5ec33f.871.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a9f45482db3d4e97f2e5020151824199328892d5f6b89ec851f8727db21aabcb
3
+ size 359
runs/Sep06_14-30-46_a3b79c5ec33f/events.out.tfevents.1725633046.a3b79c5ec33f.871.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f5973b88d1812d3bef3f49bae9397310d42fdf08ea5122b87536a2096469ff00
3
+ size 9801
runs/Sep06_15-01-50_a3b79c5ec33f/events.out.tfevents.1725634910.a3b79c5ec33f.871.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6057b0d385002352fdaa744dcb511302fb63b547e118204d825d5d08761fee86
3
+ size 5423
runs/Sep06_15-03-04_a3b79c5ec33f/events.out.tfevents.1725634985.a3b79c5ec33f.871.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5e46027807bc3c7bff05b72bb8cb3ba3d582e6a043fcc81f76d31d0da144710a
3
+ size 5106
runs/Sep06_15-03-44_a3b79c5ec33f/events.out.tfevents.1725635024.a3b79c5ec33f.871.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5a2da3d8353dc09a03749e0187dfada5c67394fea25ff3995eed448ec69a077d
3
+ size 7232
runs/Sep06_15-13-48_a3b79c5ec33f/events.out.tfevents.1725635630.a3b79c5ec33f.871.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:40b6b0ec51de68e599473b86c8702b8ed991378f6123f0ccf309b090710522f6
3
+ size 5106
runs/Sep06_15-14-18_a3b79c5ec33f/events.out.tfevents.1725635659.a3b79c5ec33f.871.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:60976d8f607b526d5f4a6da8ad4fc95b214799e26ccc8c6058fb805610a74427
3
+ size 7467
runs/Sep06_15-14-18_a3b79c5ec33f/events.out.tfevents.1725636640.a3b79c5ec33f.871.8 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2667215d7e7ec52a4df7cd2c69c47bf8fb98f0eeda6511a7fd944e1fbc9d934b
3
+ size 411
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1b6ee6677a2769d73ab27f7ef565f2883b6a70aa76476354560ea38c2917d1fe
3
+ size 5240