ahmedabdo/Video-classification2

README.md

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+---
+base_model: hungsvdut2k2/video-classification
+tags:
+- generated_from_trainer
+model-index:
+- name: video-classification-finetuned-ucf101-subset
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# video-classification-finetuned-ucf101-subset
+
+This model is a fine-tuned version of [hungsvdut2k2/video-classification](https://huggingface.co/hungsvdut2k2/video-classification) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- eval_loss: 0.5977
+- eval_accuracy: 0.7059
+- eval_runtime: 351.4501
+- eval_samples_per_second: 2.322
+- eval_steps_per_second: 0.29
+- epoch: 0.05
+- step: 118
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.1
+- training_steps: 2200
+
+### Framework versions
+
+- Transformers 4.37.0
+- Pytorch 2.1.2
+- Datasets 2.1.0
+- Tokenizers 0.15.1

config.json

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+{
+  "_name_or_path": "hungsvdut2k2/video-classification",
+  "architectures": [
+    "VideoMAEForVideoClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "decoder_hidden_size": 384,
+  "decoder_intermediate_size": 1536,
+  "decoder_num_attention_heads": 6,
+  "decoder_num_hidden_layers": 4,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "barbell biceps curl",
+    "1": "bench press",
+    "2": "chest fly machine",
+    "3": "deadlift",
+    "4": "decline bench press",
+    "5": "hammer curl",
+    "6": "hip thrust",
+    "7": "incline bench press",
+    "8": "lat pulldown",
+    "9": "lateral raise",
+    "10": "leg extension",
+    "11": "leg raises",
+    "12": "plank",
+    "13": "pull Up",
+    "14": "push-up",
+    "15": "romanian deadlift",
+    "16": "russian twist",
+    "17": "shoulder press",
+    "18": "squat",
+    "19": "t bar row",
+    "20": "tricep Pushdown",
+    "21": "tricep dips"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "barbell biceps curl": 0,
+    "bench press": 1,
+    "chest fly machine": 2,
+    "deadlift": 3,
+    "decline bench press": 4,
+    "hammer curl": 5,
+    "hip thrust": 6,
+    "incline bench press": 7,
+    "lat pulldown": 8,
+    "lateral raise": 9,
+    "leg extension": 10,
+    "leg raises": 11,
+    "plank": 12,
+    "pull Up": 13,
+    "push-up": 14,
+    "romanian deadlift": 15,
+    "russian twist": 16,
+    "shoulder press": 17,
+    "squat": 18,
+    "t bar row": 19,
+    "tricep Pushdown": 20,
+    "tricep dips": 21
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "videomae",
+  "norm_pix_loss": false,
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_frames": 16,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.37.0",
+  "tubelet_size": 2,
+  "use_mean_pooling": true
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:393b95c152c99747300fcca7088df09f6cedd7388226afca61106ef2d959e7b2
+size 344998856

preprocessor_config.json

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+{
+  "crop_size": {
+    "height": 224,
+    "width": 224
+  },
+  "do_center_crop": true,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "VideoMAEImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "shortest_edge": 224
+  }
+}

runs/Feb27_20-23-32_7af0e03e40a5/events.out.tfevents.1709065434.7af0e03e40a5.34.0

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+size 9610

training_args.bin

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+oid sha256:2592de0f881041c94fac79f1c99f2a7c6ba96dadc0a3a9163d184789e6cbcdac
+size 4792