Upload RT-DETRv2 voucher classifier
Browse files- README.md +30 -2
- checkpoint-11/config.json +129 -0
- checkpoint-11/model.safetensors +3 -0
- checkpoint-11/optimizer.pt +3 -0
- checkpoint-11/preprocessor_config.json +26 -0
- checkpoint-11/rng_state.pth +3 -0
- checkpoint-11/scheduler.pt +3 -0
- checkpoint-11/trainer_state.json +48 -0
- checkpoint-11/training_args.bin +3 -0
- checkpoint-22/model.safetensors +1 -1
- checkpoint-22/optimizer.pt +1 -1
- checkpoint-22/trainer_state.json +33 -4
- checkpoint-22/training_args.bin +1 -1
- model.safetensors +1 -1
- runs/Aug14_00-31-34_9db0f8c974d2/events.out.tfevents.1755131495.9db0f8c974d2.97819.0 +3 -0
- training_args.bin +1 -1
README.md
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@@ -74,6 +74,33 @@ This model is a fine-tuned version of [PekingU/rtdetr_v2_r101vd](https://hugging
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**Final Evaluation Results:**
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**Model Configuration:**
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- **Base model**: PekingU/rtdetr_v2_r101vd
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- **Architecture**: rtdetr_v2_r101vd
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**Training Time**: 0.6 minutes
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**Training Summary:**
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- **Final training loss**: 1361.
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### MLflow Tracking
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- **MLflow Run ID**:
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- **MLflow Experiment**: RT-DETRv2_Voucher_Classification
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**Final Evaluation Results:**
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**Overall Detection Performance:**
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- **mAP**: 0.0000
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- **mAP@50**: 0.0000
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- **mAP@75**: 0.0000
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**Per-Class Average Precision:**
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- **Digital invoices**: 0.0000 (needs improvement)
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- **Fisico receipts**: 0.0000 (needs improvement)
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- **Tesoreria receipts**: 0.0000 (needs improvement)
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**Model Confidence:**
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- **Digital invoices mean confidence**: 0.7041 (moderate)
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- **Fisico receipts mean confidence**: 0.5998 (low)
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- **Tesoreria receipts mean confidence**: 0.5715 (low)
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**Performance by Object Size:**
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- **Small objects**: 0.0000
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- **Medium objects**: -1.0000
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- **Large objects**: 0.0000
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**Evaluation Dataset:**
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- **Digital invoices**: 157 samples (28.5%)
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- **Fisico receipts**: 261 samples (47.4%)
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- **Tesoreria receipts**: 133 samples (24.1%)
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- **Total evaluation samples**: 551
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**Model Configuration:**
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- **Base model**: PekingU/rtdetr_v2_r101vd
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- **Architecture**: rtdetr_v2_r101vd
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**Training Time**: 0.6 minutes
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**Training Summary:**
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- **Final training loss**: 1361.6241
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- **Final learning rate**: 1.43e-07
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### MLflow Tracking
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- **MLflow Run ID**: 0bf1954e36da45088455964384408885
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- **MLflow Experiment**: RT-DETRv2_Voucher_Classification
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checkpoint-11/config.json
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{
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"activation_dropout": 0.0,
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"activation_function": "silu",
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"anchor_image_size": null,
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"architectures": [
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"RTDetrV2ForObjectDetection"
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],
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"attention_dropout": 0.0,
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"auxiliary_loss": true,
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"backbone": null,
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"backbone_config": {
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"depths": [
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"downsample_in_bottleneck": false,
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"downsample_in_first_stage": false,
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"embedding_size": 64,
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"hidden_act": "relu",
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"hidden_sizes": [
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"layer_type": "bottleneck",
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"model_type": "rt_detr_resnet",
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"num_channels": 3,
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"out_features": [
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"stage2",
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"torch_dtype": "float32"
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"backbone_kwargs": null,
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"batch_norm_eps": 1e-05,
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"box_noise_scale": 1.0,
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"d_model": 256,
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"decoder_activation_function": "relu",
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"decoder_layers": 6,
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"decoder_method": "default",
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"decoder_n_levels": 3,
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"decoder_n_points": 4,
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"decoder_offset_scale": 0.5,
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"disable_custom_kernels": true,
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"dropout": 0.0,
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"encode_proj_layers": [
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"encoder_activation_function": "gelu",
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"encoder_attention_heads": 8,
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"encoder_ffn_dim": 2048,
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"encoder_hidden_dim": 384,
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"encoder_in_channels": [
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"eos_coefficient": 0.0001,
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"focal_loss_alpha": 0.75,
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"hidden_expansion": 1.0,
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"id2label": {
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"0": "LABEL_0",
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"is_encoder_decoder": true,
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"label2id": {
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"label_noise_ratio": 0.5,
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"layer_norm_eps": 1e-05,
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"learn_initial_query": false,
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"matcher_alpha": 0.25,
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"matcher_bbox_cost": 5.0,
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"matcher_class_cost": 2.0,
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"matcher_gamma": 2.0,
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"matcher_giou_cost": 2.0,
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"model_type": "rt_detr_v2",
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"normalize_before": false,
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"num_denoising": 100,
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"num_feature_levels": 3,
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"num_queries": 300,
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"positional_encoding_temperature": 10000,
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"torch_dtype": "float32",
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"use_focal_loss": true,
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"weight_loss_bbox": 5.0,
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"weight_loss_giou": 2.0,
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"weight_loss_vfl": 1.0,
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"with_box_refine": true
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}
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checkpoint-11/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 306699044
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checkpoint-11/optimizer.pt
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checkpoint-11/preprocessor_config.json
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{
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"do_convert_annotations": true,
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"do_normalize": false,
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"format": "coco_detection",
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"image_processor_type": "RTDetrImageProcessor",
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}
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checkpoint-11/rng_state.pth
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checkpoint-11/scheduler.pt
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checkpoint-11/trainer_state.json
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{
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],
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"save_steps": 500,
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"stateful_callbacks": {
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