Upload 6 files
Browse files- models/action_model_config.pkl +3 -0
- models/action_model_final.pth +3 -0
- models/caption_model_config.pkl +3 -0
- models/caption_model_final.pth +3 -0
- models/model_info.json +44 -0
- models/vocab.pkl +3 -0
models/action_model_config.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2e9e58adacc210778ebfbc87d0a959ca6f13ce043146783f98a93a469a6b09d
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size 239
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models/action_model_final.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:84f8df6fb6cf28c75a3fd2d771acb87cf151f3398760ab58cd05ff64b04131ce
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size 98595776
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models/caption_model_config.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:4d6a744e9caa33443868a922835c8e16f0f4abbdeb2a9fe2aada98cdb95f4d23
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size 122
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models/caption_model_final.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:02bb328c96eb4b52d94840afff03dd62192f57db73a20b08d2ae1c551966c8da
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size 120368929
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models/model_info.json
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{
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"caption_model": {
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"architecture": "CNN (ResNet50) + LSTM",
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"test_loss": 2.6034744274139405,
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"vocab_size": 2988,
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"trainable_params": 6501036,
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"model_file": "caption_model_final.pth",
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"config_file": "caption_model_config.pkl",
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"vocab_file": "../vocab/vocab.pkl"
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},
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"action_model": {
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"architecture": "ResNet50 (Fine-tuned)",
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"test_accuracy": 78.57142857142857,
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"test_loss": 0.6965014625951726,
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"num_classes": 15,
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"class_names": [
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"calling",
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"clapping",
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"cycling",
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"dancing",
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"drinking",
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"eating",
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"fighting",
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"hugging",
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"laughing",
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"listening_to_music",
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"running",
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"sitting",
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"sleeping",
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"texting",
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"using_laptop"
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],
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"trainable_params": 24565839,
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"model_file": "action_model_final.pth",
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"config_file": "action_model_config.pkl"
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},
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"training_info": {
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"date": "January 2026",
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"framework": "PyTorch",
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"device": "Kaggle 2x T4 GPUs",
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"caption_epochs": 15,
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"action_epochs": 10
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}
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}
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models/vocab.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:7c913b560c3599647d94256ba49b30e5b34585d1edec8a105bb159112d8696e3
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size 59317
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