Upload NaturaVision QLoRA adapter
Browse files- README.md +82 -3
- adapter_config.json +38 -0
- adapter_model.safetensors +3 -0
- additional_config.json +1 -0
- args.json +345 -0
- labels.json +408 -0
- species_manifest.csv +41 -0
- trainer_state.json +2282 -0
README.md
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---
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base_model: Qwen/Qwen3.5-4B
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library_name: peft
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pipeline_tag: image-text-to-text
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license: cc-by-nc-4.0
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tags:
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- qwen3_5
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- peft
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- lora
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- qlora
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- image-text-to-text
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- species-classification
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- naturavision
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---
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# NaturaVision Qwen3.5 4B QLoRA Adapter
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This repository contains the PEFT LoRA adapter trained for NaturaVision, a forest plant and fungi recognition prototype. The adapter is intended to be loaded on top of `Qwen/Qwen3.5-4B`.
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The model was trained to return a minimal JSON response:
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```json
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{"label_id":"PLANT_01"}
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```
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The full species metadata is provided in `labels.json` and `species_manifest.csv`.
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## Task
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The adapter classifies an input image into a fixed taxonomy:
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- 20 forest plant classes,
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- 20 forest fungi classes,
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- `unknown` for organisms outside the supported taxonomy or ambiguous images.
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## Files
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- `adapter_model.safetensors` - PEFT LoRA adapter weights.
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- `adapter_config.json` - PEFT adapter configuration.
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- `additional_config.json` - extra LoRA+/training configuration saved by the training framework.
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- `args.json` - training run arguments.
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- `trainer_state.json` - trainer state for the selected checkpoint.
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- `labels.json` - label metadata used by the application and evaluator.
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- `species_manifest.csv` - compact public taxonomy manifest.
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## Evaluation Summary
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The selected checkpoint was evaluated with generative inference on a held-out test split.
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| Metric | Base Qwen3.5-4B | NaturaVision adapter |
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|---|---:|---:|
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| Accuracy | 0.4126 | 0.7690 |
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| Macro-F1 known | 0.3290 | 0.7572 |
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| Macro-F1 all | 0.3216 | 0.7594 |
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| Unknown precision | 0.6281 | 0.9562 |
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| Unknown recall | 0.7225 | 0.7572 |
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| Unknown F1 | 0.6720 | 0.8452 |
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| Valid JSON rate | 0.9991 | 1.0000 |
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Validation and test results were close: validation accuracy was `0.7708`, while test accuracy was `0.7690`.
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## Training Setup
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- Base model: `Qwen/Qwen3.5-4B`
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- Method: 4-bit QLoRA with PEFT LoRA adapters
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- Quantization: bitsandbytes NF4 during training
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- Adapter: rsLoRA, LoRA rank `8`, alpha `32`, dropout `0.05`
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- Framework: ms-swift / PEFT
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- Hardware: NVIDIA RTX 4070 12 GB
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- Selected checkpoint: `checkpoint-1359`
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## Limitations
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This is a project checkpoint, not a production species identification system. The model is trained on a closed taxonomy and should return `unknown` for images outside that scope. It should not be used as the only source for safety-critical mushroom or plant identification decisions.
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## Intended Use
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The adapter is intended for the NaturaVision Android prototype and for reproducible evaluation of the project checkpoint. Downstream applications should map the generated `label_id` through `labels.json` instead of asking the model to generate long species descriptions.
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## License
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The base model `Qwen/Qwen3.5-4B` is governed by its Apache-2.0 license. This adapter is released under CC BY-NC 4.0 because it was trained on an iNaturalist-derived dataset containing CC-BY-NC licensed media.
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adapter_config.json
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{
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"alora_invocation_tokens": null,
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"alpha_pattern": {},
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"arrow_config": null,
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"auto_mapping": null,
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"base_model_name_or_path": "Qwen/Qwen3.5-4B",
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"bias": "none",
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"corda_config": null,
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"ensure_weight_tying": false,
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_bias": false,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": [],
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"peft_type": "LORA",
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"peft_version": "0.18.1",
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"qalora_group_size": 16,
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"r": 8,
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"rank_pattern": {},
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"revision": null,
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"target_modules": "^(model\\.visual\\.merger(?=\\.).*\\.(linear_fc1|linear_fc2))$",
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"target_parameters": null,
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"task_type": "CAUSAL_LM",
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"trainable_token_indices": null,
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"use_dora": false,
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"use_qalora": false,
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"use_rslora": true
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:3a661357c29ef4ddebe46c118dcee898cdf76715d2210f57db4a497f8ae1981a
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size 475688
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additional_config.json
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{"lora_dtype": null, "lorap_lr_ratio": 16.0, "lorap_emb_lr": 1e-06}
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args.json
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{
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"output_dir": "/home/kiol/runs-v2-full-clean-r1/qwen35-qlora-forest/v0-20260424-170332",
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"per_device_train_batch_size": 1,
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"num_train_epochs": 3.0,
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"max_steps": 1359,
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"learning_rate": 0.0001,
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"lr_scheduler_type": "cosine",
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"lr_scheduler_kwargs": null,
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"warmup_steps": 0,
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"optim": "adamw_torch_fused",
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"optim_args": null,
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"weight_decay": 0.1,
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"adam_beta1": 0.9,
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"adam_beta2": 0.95,
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"adam_epsilon": 1e-08,
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"optim_target_modules": null,
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"gradient_accumulation_steps": 32,
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"average_tokens_across_devices": true,
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"max_grad_norm": 1.0,
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"label_smoothing_factor": 0.0,
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"bf16": true,
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"fp16": false,
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"bf16_full_eval": false,
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"fp16_full_eval": false,
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"tf32": null,
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"gradient_checkpointing": true,
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"gradient_checkpointing_kwargs": null,
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"torch_compile": false,
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"torch_compile_backend": null,
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"torch_compile_mode": null,
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"use_liger_kernel": false,
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"liger_kernel_config": null,
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"use_cache": false,
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"neftune_noise_alpha": null,
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"torch_empty_cache_steps": null,
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"template_meta": "QwenTemplateMeta(template_type='qwen3_5', prefix=[], prompt=['<|im_start|>user\\n{{QUERY}}<|im_end|>\\n<|im_start|>assistant\\n'], chat_sep=['<|im_end|>\\n'], suffix=['<|im_end|>\\n'], template_cls=<class 'swift.template.templates.qwen.Qwen3_5Template'>, system_prefix=['<|im_start|>system\\n{{SYSTEM}}<|im_end|>\\n'], default_system=None, auto_add_bos=False, stop_words=['<|endoftext|>'], agent_template='qwen3_5', is_thinking=True, thinking_prefix='<think>\\n', non_thinking_prefix='<think>\\n\\n</think>\\n\\n', history_thinking_prefix='')",
|
| 341 |
+
"_val_dataset_exists": true,
|
| 342 |
+
"hub": "<class 'swift.hub.hub.HFHub'>",
|
| 343 |
+
"evaluation_strategy": "steps",
|
| 344 |
+
"training_args": "Seq2SeqTrainingArguments(output_dir='/home/kiol/runs-v2-full-clean-r1/qwen35-qlora-forest/v0-20260424-170332', per_device_train_batch_size=1, num_train_epochs=3.0, max_steps=1359, learning_rate=0.0001, lr_scheduler_type=<SchedulerType.COSINE: 'cosine'>, lr_scheduler_kwargs=None, warmup_steps=0.05, optim=<OptimizerNames.ADAMW_TORCH_FUSED: 'adamw_torch_fused'>, optim_args=None, weight_decay=0.1, adam_beta1=0.9, adam_beta2=0.95, adam_epsilon=1e-08, optim_target_modules=None, gradient_accumulation_steps=32, average_tokens_across_devices=None, max_grad_norm=1.0, label_smoothing_factor=0.0, bf16=True, fp16=False, bf16_full_eval=False, fp16_full_eval=False, tf32=None, gradient_checkpointing=True, gradient_checkpointing_kwargs=None, torch_compile=False, torch_compile_backend=None, torch_compile_mode=None, use_liger_kernel=False, liger_kernel_config=None, use_cache=False, neftune_noise_alpha=None, torch_empty_cache_steps=None, auto_find_batch_size=False, logging_strategy=<IntervalStrategy.STEPS: 'steps'>, logging_steps=5, logging_first_step=True, log_on_each_node=True, logging_nan_inf_filter=True, include_num_input_tokens_seen=None, log_level='passive', log_level_replica='warning', disable_tqdm=False, report_to=['tensorboard'], run_name='/home/kiol/runs-v2-full-clean-r1/qwen35-qlora-forest/v0-20260424-170332', project='huggingface', trackio_space_id='trackio', eval_strategy=<IntervalStrategy.STEPS: 'steps'>, eval_steps=200, eval_delay=0, per_device_eval_batch_size=1, prediction_loss_only=False, eval_on_start=False, eval_do_concat_batches=True, eval_use_gather_object=False, eval_accumulation_steps=None, include_for_metrics=[], batch_eval_metrics=False, save_only_model=False, save_strategy=<SaveStrategy.STEPS: 'steps'>, save_steps=200, save_on_each_node=False, save_total_limit=2, enable_jit_checkpoint=False, push_to_hub=False, hub_token=None, hub_private_repo=None, hub_model_id=None, hub_strategy=<HubStrategy.EVERY_SAVE: 'every_save'>, hub_always_push=False, hub_revision=None, load_best_model_at_end=False, metric_for_best_model='loss', greater_is_better=False, ignore_data_skip=True, restore_callback_states_from_checkpoint=False, full_determinism=False, seed=23, data_seed=42, use_cpu=False, accelerator_config=AcceleratorConfig(split_batches=False, dispatch_batches=False, even_batches=True, use_seedable_sampler=True, non_blocking=False, gradient_accumulation_kwargs=None, use_configured_state=False), parallelism_config=None, dataloader_drop_last=False, dataloader_num_workers=4, dataloader_pin_memory=True, dataloader_persistent_workers=False, dataloader_prefetch_factor=2, remove_unused_columns=False, label_names=None, train_sampling_strategy='random', length_column_name='length', ddp_find_unused_parameters=None, ddp_bucket_cap_mb=None, ddp_broadcast_buffers=None, ddp_backend=None, ddp_timeout=18000000, fsdp=[], fsdp_config={'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, deepspeed=None, debug=[], skip_memory_metrics=True, do_train=False, do_eval=True, do_predict=False, resume_from_checkpoint='/home/kiol/runs-v2-full-clean-r1/qwen35-qlora-aligner/v0-20260424-001639/checkpoint-453', warmup_ratio=0.05, logging_dir='/home/kiol/runs-v2-full-clean-r1/qwen35-qlora-forest/v0-20260424-170332/runs', local_rank=-1, sortish_sampler=False, predict_with_generate=False, generation_max_length=None, generation_num_beams=None, generation_config=None, tuner_backend='peft', vit_gradient_checkpointing=False, router_aux_loss_coef=0.0, enable_dft_loss=False, enable_channel_loss=False, safe_serialization=True, max_shard_size='5GB', check_model=True, acc_strategy='token', train_dataloader_shuffle=True, group_by_length=True, max_epochs=None, aligner_lr=None, vit_lr=None, use_logits_to_keep=None, ds3_gather_for_generation=True, resume_only_model=True, optimizer='lorap', loss_type=None, eval_metric=None, callbacks=[], early_stop_interval=None, eval_use_evalscope=False, eval_dataset=[], eval_dataset_args=None, eval_limit=None, eval_generation_config=None, extra_eval_args=None, tuner_type='lora', use_galore=False, galore_target_modules=None, galore_rank=128, galore_update_proj_gap=50, galore_scale=1.0, galore_proj_type='std', galore_optim_per_parameter=False, galore_with_embedding=False, galore_quantization=False, galore_proj_quant=False, galore_proj_bits=4, galore_proj_group_size=256, galore_cos_threshold=0.4, galore_gamma_proj=2, galore_queue_size=5, lisa_activated_layers=0, lisa_step_interval=20, use_flash_ckpt=False)"
|
| 345 |
+
}
|
labels.json
ADDED
|
@@ -0,0 +1,408 @@
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|
| 1 |
+
{
|
| 2 |
+
"supported_labels": [
|
| 3 |
+
"PLANT_01",
|
| 4 |
+
"PLANT_02",
|
| 5 |
+
"PLANT_03",
|
| 6 |
+
"PLANT_04",
|
| 7 |
+
"PLANT_05",
|
| 8 |
+
"PLANT_06",
|
| 9 |
+
"PLANT_07",
|
| 10 |
+
"PLANT_08",
|
| 11 |
+
"PLANT_09",
|
| 12 |
+
"PLANT_10",
|
| 13 |
+
"PLANT_11",
|
| 14 |
+
"PLANT_12",
|
| 15 |
+
"PLANT_13",
|
| 16 |
+
"PLANT_14",
|
| 17 |
+
"PLANT_15",
|
| 18 |
+
"PLANT_16",
|
| 19 |
+
"PLANT_17",
|
| 20 |
+
"PLANT_18",
|
| 21 |
+
"PLANT_19",
|
| 22 |
+
"PLANT_20",
|
| 23 |
+
"FUN_01",
|
| 24 |
+
"FUN_02",
|
| 25 |
+
"FUN_03",
|
| 26 |
+
"FUN_04",
|
| 27 |
+
"FUN_05",
|
| 28 |
+
"FUN_06",
|
| 29 |
+
"FUN_07",
|
| 30 |
+
"FUN_08",
|
| 31 |
+
"FUN_09",
|
| 32 |
+
"FUN_10",
|
| 33 |
+
"FUN_11",
|
| 34 |
+
"FUN_12",
|
| 35 |
+
"FUN_13",
|
| 36 |
+
"FUN_14",
|
| 37 |
+
"FUN_15",
|
| 38 |
+
"FUN_16",
|
| 39 |
+
"FUN_17",
|
| 40 |
+
"FUN_18",
|
| 41 |
+
"FUN_19",
|
| 42 |
+
"FUN_20",
|
| 43 |
+
"unknown"
|
| 44 |
+
],
|
| 45 |
+
"training_supported_labels": [
|
| 46 |
+
"PLANT_01",
|
| 47 |
+
"PLANT_02",
|
| 48 |
+
"PLANT_03",
|
| 49 |
+
"PLANT_04",
|
| 50 |
+
"PLANT_05",
|
| 51 |
+
"PLANT_06",
|
| 52 |
+
"PLANT_07",
|
| 53 |
+
"PLANT_08",
|
| 54 |
+
"PLANT_09",
|
| 55 |
+
"PLANT_10",
|
| 56 |
+
"PLANT_11",
|
| 57 |
+
"PLANT_12",
|
| 58 |
+
"PLANT_13",
|
| 59 |
+
"PLANT_14",
|
| 60 |
+
"PLANT_15",
|
| 61 |
+
"PLANT_16",
|
| 62 |
+
"PLANT_17",
|
| 63 |
+
"PLANT_18",
|
| 64 |
+
"PLANT_19",
|
| 65 |
+
"PLANT_20",
|
| 66 |
+
"FUN_01",
|
| 67 |
+
"FUN_02",
|
| 68 |
+
"FUN_03",
|
| 69 |
+
"FUN_04",
|
| 70 |
+
"FUN_05",
|
| 71 |
+
"FUN_06",
|
| 72 |
+
"FUN_07",
|
| 73 |
+
"FUN_08",
|
| 74 |
+
"FUN_09",
|
| 75 |
+
"FUN_10",
|
| 76 |
+
"FUN_11",
|
| 77 |
+
"FUN_12",
|
| 78 |
+
"FUN_13",
|
| 79 |
+
"FUN_14",
|
| 80 |
+
"FUN_15",
|
| 81 |
+
"FUN_16",
|
| 82 |
+
"FUN_17",
|
| 83 |
+
"FUN_18",
|
| 84 |
+
"FUN_19",
|
| 85 |
+
"FUN_20",
|
| 86 |
+
"UNK_NON_TARGET_PLANT",
|
| 87 |
+
"UNK_NON_TARGET_FUNGUS",
|
| 88 |
+
"UNK_OTHER_OR_AMBIGUOUS"
|
| 89 |
+
],
|
| 90 |
+
"collapse_to_public": {
|
| 91 |
+
"UNK_NON_TARGET_PLANT": "unknown",
|
| 92 |
+
"UNK_NON_TARGET_FUNGUS": "unknown",
|
| 93 |
+
"UNK_OTHER_OR_AMBIGUOUS": "unknown"
|
| 94 |
+
},
|
| 95 |
+
"by_id": {
|
| 96 |
+
"PLANT_01": {
|
| 97 |
+
"label_id": "PLANT_01",
|
| 98 |
+
"kingdom": "plants",
|
| 99 |
+
"scientific_name": "Pinus sylvestris",
|
| 100 |
+
"polish_name": "sosna zwyczajna",
|
| 101 |
+
"english_name": "Scots pine"
|
| 102 |
+
},
|
| 103 |
+
"PLANT_02": {
|
| 104 |
+
"label_id": "PLANT_02",
|
| 105 |
+
"kingdom": "plants",
|
| 106 |
+
"scientific_name": "Picea abies",
|
| 107 |
+
"polish_name": "swierk pospolity",
|
| 108 |
+
"english_name": "Norway spruce"
|
| 109 |
+
},
|
| 110 |
+
"PLANT_03": {
|
| 111 |
+
"label_id": "PLANT_03",
|
| 112 |
+
"kingdom": "plants",
|
| 113 |
+
"scientific_name": "Betula pendula",
|
| 114 |
+
"polish_name": "brzoza brodawkowata",
|
| 115 |
+
"english_name": "silver birch"
|
| 116 |
+
},
|
| 117 |
+
"PLANT_04": {
|
| 118 |
+
"label_id": "PLANT_04",
|
| 119 |
+
"kingdom": "plants",
|
| 120 |
+
"scientific_name": "Betula pubescens",
|
| 121 |
+
"polish_name": "brzoza omszona",
|
| 122 |
+
"english_name": "downy birch"
|
| 123 |
+
},
|
| 124 |
+
"PLANT_05": {
|
| 125 |
+
"label_id": "PLANT_05",
|
| 126 |
+
"kingdom": "plants",
|
| 127 |
+
"scientific_name": "Quercus robur",
|
| 128 |
+
"polish_name": "dab szypulkowy",
|
| 129 |
+
"english_name": "pedunculate oak"
|
| 130 |
+
},
|
| 131 |
+
"PLANT_06": {
|
| 132 |
+
"label_id": "PLANT_06",
|
| 133 |
+
"kingdom": "plants",
|
| 134 |
+
"scientific_name": "Quercus petraea",
|
| 135 |
+
"polish_name": "dab bezszypulkowy",
|
| 136 |
+
"english_name": "sessile oak"
|
| 137 |
+
},
|
| 138 |
+
"PLANT_07": {
|
| 139 |
+
"label_id": "PLANT_07",
|
| 140 |
+
"kingdom": "plants",
|
| 141 |
+
"scientific_name": "Fagus sylvatica",
|
| 142 |
+
"polish_name": "buk zwyczajny",
|
| 143 |
+
"english_name": "European beech"
|
| 144 |
+
},
|
| 145 |
+
"PLANT_08": {
|
| 146 |
+
"label_id": "PLANT_08",
|
| 147 |
+
"kingdom": "plants",
|
| 148 |
+
"scientific_name": "Alnus glutinosa",
|
| 149 |
+
"polish_name": "olsza czarna",
|
| 150 |
+
"english_name": "black alder"
|
| 151 |
+
},
|
| 152 |
+
"PLANT_09": {
|
| 153 |
+
"label_id": "PLANT_09",
|
| 154 |
+
"kingdom": "plants",
|
| 155 |
+
"scientific_name": "Populus tremula",
|
| 156 |
+
"polish_name": "osika",
|
| 157 |
+
"english_name": "European aspen"
|
| 158 |
+
},
|
| 159 |
+
"PLANT_10": {
|
| 160 |
+
"label_id": "PLANT_10",
|
| 161 |
+
"kingdom": "plants",
|
| 162 |
+
"scientific_name": "Acer platanoides",
|
| 163 |
+
"polish_name": "klon zwyczajny",
|
| 164 |
+
"english_name": "Norway maple"
|
| 165 |
+
},
|
| 166 |
+
"PLANT_11": {
|
| 167 |
+
"label_id": "PLANT_11",
|
| 168 |
+
"kingdom": "plants",
|
| 169 |
+
"scientific_name": "Sorbus aucuparia",
|
| 170 |
+
"polish_name": "jarzab pospolity",
|
| 171 |
+
"english_name": "rowan"
|
| 172 |
+
},
|
| 173 |
+
"PLANT_12": {
|
| 174 |
+
"label_id": "PLANT_12",
|
| 175 |
+
"kingdom": "plants",
|
| 176 |
+
"scientific_name": "Corylus avellana",
|
| 177 |
+
"polish_name": "leszczyna pospolita",
|
| 178 |
+
"english_name": "common hazel"
|
| 179 |
+
},
|
| 180 |
+
"PLANT_13": {
|
| 181 |
+
"label_id": "PLANT_13",
|
| 182 |
+
"kingdom": "plants",
|
| 183 |
+
"scientific_name": "Vaccinium myrtillus",
|
| 184 |
+
"polish_name": "borowka czarna",
|
| 185 |
+
"english_name": "bilberry"
|
| 186 |
+
},
|
| 187 |
+
"PLANT_14": {
|
| 188 |
+
"label_id": "PLANT_14",
|
| 189 |
+
"kingdom": "plants",
|
| 190 |
+
"scientific_name": "Vaccinium vitis-idaea",
|
| 191 |
+
"polish_name": "borowka brusznica",
|
| 192 |
+
"english_name": "lingonberry"
|
| 193 |
+
},
|
| 194 |
+
"PLANT_15": {
|
| 195 |
+
"label_id": "PLANT_15",
|
| 196 |
+
"kingdom": "plants",
|
| 197 |
+
"scientific_name": "Calluna vulgaris",
|
| 198 |
+
"polish_name": "wrzos zwyczajny",
|
| 199 |
+
"english_name": "heather"
|
| 200 |
+
},
|
| 201 |
+
"PLANT_16": {
|
| 202 |
+
"label_id": "PLANT_16",
|
| 203 |
+
"kingdom": "plants",
|
| 204 |
+
"scientific_name": "Convallaria majalis",
|
| 205 |
+
"polish_name": "konwalia majowa",
|
| 206 |
+
"english_name": "lily of the valley"
|
| 207 |
+
},
|
| 208 |
+
"PLANT_17": {
|
| 209 |
+
"label_id": "PLANT_17",
|
| 210 |
+
"kingdom": "plants",
|
| 211 |
+
"scientific_name": "Oxalis acetosella",
|
| 212 |
+
"polish_name": "szczawik zajeczy",
|
| 213 |
+
"english_name": "wood sorrel"
|
| 214 |
+
},
|
| 215 |
+
"PLANT_18": {
|
| 216 |
+
"label_id": "PLANT_18",
|
| 217 |
+
"kingdom": "plants",
|
| 218 |
+
"scientific_name": "Anemone nemorosa",
|
| 219 |
+
"polish_name": "zawilec gajowy",
|
| 220 |
+
"english_name": "wood anemone"
|
| 221 |
+
},
|
| 222 |
+
"PLANT_19": {
|
| 223 |
+
"label_id": "PLANT_19",
|
| 224 |
+
"kingdom": "plants",
|
| 225 |
+
"scientific_name": "Maianthemum bifolium",
|
| 226 |
+
"polish_name": "konwalijka dwulistna",
|
| 227 |
+
"english_name": "false lily of the valley"
|
| 228 |
+
},
|
| 229 |
+
"PLANT_20": {
|
| 230 |
+
"label_id": "PLANT_20",
|
| 231 |
+
"kingdom": "plants",
|
| 232 |
+
"scientific_name": "Pteridium aquilinum",
|
| 233 |
+
"polish_name": "orlica pospolita",
|
| 234 |
+
"english_name": "bracken"
|
| 235 |
+
},
|
| 236 |
+
"FUN_01": {
|
| 237 |
+
"label_id": "FUN_01",
|
| 238 |
+
"kingdom": "fungi",
|
| 239 |
+
"scientific_name": "Boletus edulis",
|
| 240 |
+
"polish_name": "borowik szlachetny",
|
| 241 |
+
"english_name": "king bolete"
|
| 242 |
+
},
|
| 243 |
+
"FUN_02": {
|
| 244 |
+
"label_id": "FUN_02",
|
| 245 |
+
"kingdom": "fungi",
|
| 246 |
+
"scientific_name": "Leccinum scabrum",
|
| 247 |
+
"polish_name": "kozlarz babka",
|
| 248 |
+
"english_name": "birch bolete"
|
| 249 |
+
},
|
| 250 |
+
"FUN_03": {
|
| 251 |
+
"label_id": "FUN_03",
|
| 252 |
+
"kingdom": "fungi",
|
| 253 |
+
"scientific_name": "Leccinum aurantiacum",
|
| 254 |
+
"polish_name": "kozlarz czerwony",
|
| 255 |
+
"english_name": "red-capped scaber stalk"
|
| 256 |
+
},
|
| 257 |
+
"FUN_04": {
|
| 258 |
+
"label_id": "FUN_04",
|
| 259 |
+
"kingdom": "fungi",
|
| 260 |
+
"scientific_name": "Cantharellus cibarius",
|
| 261 |
+
"polish_name": "pieprznik jadalny",
|
| 262 |
+
"english_name": "chanterelle"
|
| 263 |
+
},
|
| 264 |
+
"FUN_05": {
|
| 265 |
+
"label_id": "FUN_05",
|
| 266 |
+
"kingdom": "fungi",
|
| 267 |
+
"scientific_name": "Suillus luteus",
|
| 268 |
+
"polish_name": "maslak zwyczajny",
|
| 269 |
+
"english_name": "slippery jack"
|
| 270 |
+
},
|
| 271 |
+
"FUN_06": {
|
| 272 |
+
"label_id": "FUN_06",
|
| 273 |
+
"kingdom": "fungi",
|
| 274 |
+
"scientific_name": "Suillus bovinus",
|
| 275 |
+
"polish_name": "maslak sitarz",
|
| 276 |
+
"english_name": "Jersey cow mushroom"
|
| 277 |
+
},
|
| 278 |
+
"FUN_07": {
|
| 279 |
+
"label_id": "FUN_07",
|
| 280 |
+
"kingdom": "fungi",
|
| 281 |
+
"scientific_name": "Lactarius deliciosus",
|
| 282 |
+
"polish_name": "mleczaj rydz",
|
| 283 |
+
"english_name": "saffron milk cap"
|
| 284 |
+
},
|
| 285 |
+
"FUN_08": {
|
| 286 |
+
"label_id": "FUN_08",
|
| 287 |
+
"kingdom": "fungi",
|
| 288 |
+
"scientific_name": "Lactarius deterrimus",
|
| 289 |
+
"polish_name": "mleczaj swierkowy",
|
| 290 |
+
"english_name": "spruce milk cap"
|
| 291 |
+
},
|
| 292 |
+
"FUN_09": {
|
| 293 |
+
"label_id": "FUN_09",
|
| 294 |
+
"kingdom": "fungi",
|
| 295 |
+
"scientific_name": "Russula cyanoxantha",
|
| 296 |
+
"polish_name": "golabek zielonawofioletowy",
|
| 297 |
+
"english_name": "charcoal burner"
|
| 298 |
+
},
|
| 299 |
+
"FUN_10": {
|
| 300 |
+
"label_id": "FUN_10",
|
| 301 |
+
"kingdom": "fungi",
|
| 302 |
+
"scientific_name": "Russula claroflava",
|
| 303 |
+
"polish_name": "golabek blotny",
|
| 304 |
+
"english_name": "yellow swamp russula"
|
| 305 |
+
},
|
| 306 |
+
"FUN_11": {
|
| 307 |
+
"label_id": "FUN_11",
|
| 308 |
+
"kingdom": "fungi",
|
| 309 |
+
"scientific_name": "Macrolepiota procera",
|
| 310 |
+
"polish_name": "czubajka kania",
|
| 311 |
+
"english_name": "parasol mushroom"
|
| 312 |
+
},
|
| 313 |
+
"FUN_12": {
|
| 314 |
+
"label_id": "FUN_12",
|
| 315 |
+
"kingdom": "fungi",
|
| 316 |
+
"scientific_name": "Amanita muscaria",
|
| 317 |
+
"polish_name": "muchomor czerwony",
|
| 318 |
+
"english_name": "fly agaric"
|
| 319 |
+
},
|
| 320 |
+
"FUN_13": {
|
| 321 |
+
"label_id": "FUN_13",
|
| 322 |
+
"kingdom": "fungi",
|
| 323 |
+
"scientific_name": "Amanita phalloides",
|
| 324 |
+
"polish_name": "muchomor sromotnikowy",
|
| 325 |
+
"english_name": "death cap"
|
| 326 |
+
},
|
| 327 |
+
"FUN_14": {
|
| 328 |
+
"label_id": "FUN_14",
|
| 329 |
+
"kingdom": "fungi",
|
| 330 |
+
"scientific_name": "Armillaria mellea",
|
| 331 |
+
"polish_name": "opienka miodowa",
|
| 332 |
+
"english_name": "honey fungus"
|
| 333 |
+
},
|
| 334 |
+
"FUN_15": {
|
| 335 |
+
"label_id": "FUN_15",
|
| 336 |
+
"kingdom": "fungi",
|
| 337 |
+
"scientific_name": "Coprinus comatus",
|
| 338 |
+
"polish_name": "czernidlak kolpakowaty",
|
| 339 |
+
"english_name": "shaggy ink cap"
|
| 340 |
+
},
|
| 341 |
+
"FUN_16": {
|
| 342 |
+
"label_id": "FUN_16",
|
| 343 |
+
"kingdom": "fungi",
|
| 344 |
+
"scientific_name": "Lycoperdon perlatum",
|
| 345 |
+
"polish_name": "purchawka chropowata",
|
| 346 |
+
"english_name": "common puffball"
|
| 347 |
+
},
|
| 348 |
+
"FUN_17": {
|
| 349 |
+
"label_id": "FUN_17",
|
| 350 |
+
"kingdom": "fungi",
|
| 351 |
+
"scientific_name": "Phallus impudicus",
|
| 352 |
+
"polish_name": "sromotnik bezwstydny",
|
| 353 |
+
"english_name": "common stinkhorn"
|
| 354 |
+
},
|
| 355 |
+
"FUN_18": {
|
| 356 |
+
"label_id": "FUN_18",
|
| 357 |
+
"kingdom": "fungi",
|
| 358 |
+
"scientific_name": "Fomitopsis pinicola",
|
| 359 |
+
"polish_name": "pniarek obrzezony",
|
| 360 |
+
"english_name": "red-belted bracket"
|
| 361 |
+
},
|
| 362 |
+
"FUN_19": {
|
| 363 |
+
"label_id": "FUN_19",
|
| 364 |
+
"kingdom": "fungi",
|
| 365 |
+
"scientific_name": "Trametes versicolor",
|
| 366 |
+
"polish_name": "wrosniak roznobarwny",
|
| 367 |
+
"english_name": "turkey tail"
|
| 368 |
+
},
|
| 369 |
+
"FUN_20": {
|
| 370 |
+
"label_id": "FUN_20",
|
| 371 |
+
"kingdom": "fungi",
|
| 372 |
+
"scientific_name": "Xerocomellus chrysenteron",
|
| 373 |
+
"polish_name": "podgrzybek czerwonawy",
|
| 374 |
+
"english_name": "red cracking bolete"
|
| 375 |
+
},
|
| 376 |
+
"unknown": {
|
| 377 |
+
"label_id": "unknown",
|
| 378 |
+
"kingdom": "unknown",
|
| 379 |
+
"scientific_name": "unknown",
|
| 380 |
+
"polish_name": "nieznane",
|
| 381 |
+
"english_name": "unknown"
|
| 382 |
+
},
|
| 383 |
+
"UNK_NON_TARGET_PLANT": {
|
| 384 |
+
"label_id": "UNK_NON_TARGET_PLANT",
|
| 385 |
+
"kingdom": "plants",
|
| 386 |
+
"scientific_name": "unknown_non_target_plant",
|
| 387 |
+
"polish_name": "nieznana roslina spoza taksonomii",
|
| 388 |
+
"english_name": "unknown non-target plant",
|
| 389 |
+
"public_label_id": "unknown"
|
| 390 |
+
},
|
| 391 |
+
"UNK_NON_TARGET_FUNGUS": {
|
| 392 |
+
"label_id": "UNK_NON_TARGET_FUNGUS",
|
| 393 |
+
"kingdom": "fungi",
|
| 394 |
+
"scientific_name": "unknown_non_target_fungus",
|
| 395 |
+
"polish_name": "nieznany grzyb spoza taksonomii",
|
| 396 |
+
"english_name": "unknown non-target fungus",
|
| 397 |
+
"public_label_id": "unknown"
|
| 398 |
+
},
|
| 399 |
+
"UNK_OTHER_OR_AMBIGUOUS": {
|
| 400 |
+
"label_id": "UNK_OTHER_OR_AMBIGUOUS",
|
| 401 |
+
"kingdom": "unknown",
|
| 402 |
+
"scientific_name": "unknown_other_or_ambiguous",
|
| 403 |
+
"polish_name": "inne lub niejednoznaczne",
|
| 404 |
+
"english_name": "other or ambiguous",
|
| 405 |
+
"public_label_id": "unknown"
|
| 406 |
+
}
|
| 407 |
+
}
|
| 408 |
+
}
|
species_manifest.csv
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
label_id,kingdom,scientific_name,polish_name,english_name
|
| 2 |
+
PLANT_01,plants,Pinus sylvestris,sosna zwyczajna,Scots pine
|
| 3 |
+
PLANT_02,plants,Picea abies,swierk pospolity,Norway spruce
|
| 4 |
+
PLANT_03,plants,Betula pendula,brzoza brodawkowata,silver birch
|
| 5 |
+
PLANT_04,plants,Betula pubescens,brzoza omszona,downy birch
|
| 6 |
+
PLANT_05,plants,Quercus robur,dab szypulkowy,pedunculate oak
|
| 7 |
+
PLANT_06,plants,Quercus petraea,dab bezszypulkowy,sessile oak
|
| 8 |
+
PLANT_07,plants,Fagus sylvatica,buk zwyczajny,European beech
|
| 9 |
+
PLANT_08,plants,Alnus glutinosa,olsza czarna,black alder
|
| 10 |
+
PLANT_09,plants,Populus tremula,osika,European aspen
|
| 11 |
+
PLANT_10,plants,Acer platanoides,klon zwyczajny,Norway maple
|
| 12 |
+
PLANT_11,plants,Sorbus aucuparia,jarzab pospolity,rowan
|
| 13 |
+
PLANT_12,plants,Corylus avellana,leszczyna pospolita,common hazel
|
| 14 |
+
PLANT_13,plants,Vaccinium myrtillus,borowka czarna,bilberry
|
| 15 |
+
PLANT_14,plants,Vaccinium vitis-idaea,borowka brusznica,lingonberry
|
| 16 |
+
PLANT_15,plants,Calluna vulgaris,wrzos zwyczajny,heather
|
| 17 |
+
PLANT_16,plants,Convallaria majalis,konwalia majowa,lily of the valley
|
| 18 |
+
PLANT_17,plants,Oxalis acetosella,szczawik zajeczy,wood sorrel
|
| 19 |
+
PLANT_18,plants,Anemone nemorosa,zawilec gajowy,wood anemone
|
| 20 |
+
PLANT_19,plants,Maianthemum bifolium,konwalijka dwulistna,false lily of the valley
|
| 21 |
+
PLANT_20,plants,Pteridium aquilinum,orlica pospolita,bracken
|
| 22 |
+
FUN_01,fungi,Boletus edulis,borowik szlachetny,king bolete
|
| 23 |
+
FUN_02,fungi,Leccinum scabrum,kozlarz babka,birch bolete
|
| 24 |
+
FUN_03,fungi,Leccinum aurantiacum,kozlarz czerwony,red-capped scaber stalk
|
| 25 |
+
FUN_04,fungi,Cantharellus cibarius,pieprznik jadalny,chanterelle
|
| 26 |
+
FUN_05,fungi,Suillus luteus,maslak zwyczajny,slippery jack
|
| 27 |
+
FUN_06,fungi,Suillus bovinus,maslak sitarz,Jersey cow mushroom
|
| 28 |
+
FUN_07,fungi,Lactarius deliciosus,mleczaj rydz,saffron milk cap
|
| 29 |
+
FUN_08,fungi,Lactarius deterrimus,mleczaj swierkowy,spruce milk cap
|
| 30 |
+
FUN_09,fungi,Russula cyanoxantha,golabek zielonawofioletowy,charcoal burner
|
| 31 |
+
FUN_10,fungi,Russula claroflava,golabek blotny,yellow swamp russula
|
| 32 |
+
FUN_11,fungi,Macrolepiota procera,czubajka kania,parasol mushroom
|
| 33 |
+
FUN_12,fungi,Amanita muscaria,muchomor czerwony,fly agaric
|
| 34 |
+
FUN_13,fungi,Amanita phalloides,muchomor sromotnikowy,death cap
|
| 35 |
+
FUN_14,fungi,Armillaria mellea,opienka miodowa,honey fungus
|
| 36 |
+
FUN_15,fungi,Coprinus comatus,czernidlak kolpakowaty,shaggy ink cap
|
| 37 |
+
FUN_16,fungi,Lycoperdon perlatum,purchawka chropowata,common puffball
|
| 38 |
+
FUN_17,fungi,Phallus impudicus,sromotnik bezwstydny,common stinkhorn
|
| 39 |
+
FUN_18,fungi,Fomitopsis pinicola,pniarek obrzezony,red-belted bracket
|
| 40 |
+
FUN_19,fungi,Trametes versicolor,wrosniak roznobarwny,turkey tail
|
| 41 |
+
FUN_20,fungi,Xerocomellus chrysenteron,podgrzybek czerwonawy,red cracking bolete
|
trainer_state.json
ADDED
|
@@ -0,0 +1,2282 @@
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