Upload SegformerForSemanticSegmentation

README.md

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+---
+library_name: transformers
+tags: []
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]

config.json

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+{
+  "_name_or_path": "Patnev71/floorplanv6",
+  "architectures": [
+    "SegformerForSemanticSegmentation"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "classifier_dropout_prob": 0.1,
+  "decoder_hidden_size": 256,
+  "depths": [
+    2,
+    2,
+    2,
+    2
+  ],
+  "downsampling_rates": [
+    1,
+    4,
+    8,
+    16
+  ],
+  "drop_path_rate": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_sizes": [
+    32,
+    64,
+    160,
+    256
+  ],
+  "id2label": {
+    "0": "background",
+    "1": "Space Outdoor",
+    "2": "Space Room",
+    "3": "Space Kitchen",
+    "4": "Space Entry Lobby",
+    "5": "Space Bath",
+    "6": "Space Utility Laundry",
+    "7": "Space DraughtLobby",
+    "8": "Space LivingRoom",
+    "9": "Space Bedroom",
+    "10": "Space Undefined",
+    "11": "Space Closet WalkIn",
+    "12": "Space Bath Shower",
+    "13": "Space Outdoor Terrace",
+    "14": "Space Outdoor Porch",
+    "15": "Space Storage",
+    "16": "Space UserDefined",
+    "17": "Space Outdoor Balcony",
+    "18": "Space Outdoor CoveredArea",
+    "19": "Space Dining",
+    "20": "Space Entry",
+    "21": "Space Kitchen Kitchenette",
+    "22": "Space Library",
+    "23": "Space Hall",
+    "24": "Space DressingRoom",
+    "25": "Space Garage",
+    "26": "Space Alcove",
+    "27": "Space Office",
+    "28": "Space Outdoor Garden",
+    "29": "Space Kitchen Open",
+    "30": "Space Storage Cold",
+    "31": "Space TechnicalRoom Boiler",
+    "32": "Space Room Cold",
+    "33": "Space RecreationRoom",
+    "34": "Space Den Fireplace",
+    "35": "Space Attic",
+    "36": "Space CarPort",
+    "37": "Space TechnicalRoom",
+    "38": "Space Outdoor Balcony Glazed",
+    "39": "Space Outdoor Veranda",
+    "40": "Space Outdoor Patio Glazed",
+    "41": "Space Sauna",
+    "42": "Space Utility Drying",
+    "43": "Space Kitchen Scullery",
+    "44": "Space Outdoor Terrace Covered",
+    "45": "Space Outdoor Balcony Covered",
+    "46": "Space Basement",
+    "47": "Space Elevated",
+    "48": "Space Hall Corridor",
+    "49": "Space Storage Oil",
+    "50": "Space Outdoor Patio",
+    "51": "Space Outdoor Veranda Glazed",
+    "52": "Space Outdoor Terrace Roof",
+    "53": "Space Outdoor Pergola",
+    "54": "Space RetailSpace",
+    "55": "Space SwimmingPool",
+    "56": "Space Storage Shed",
+    "57": "Space Storage Fuel",
+    "58": "Space OpenToBelow",
+    "59": "Space Outdoor Terrace Covered Open",
+    "60": "Space Outdoor Kitchen",
+    "61": "Space Room HighCeiling",
+    "62": "Space Garbage",
+    "63": "Space Storage Wood",
+    "64": "Space Library Archive",
+    "65": "Space Bedroom Guest",
+    "66": "Space ExerciseRoom Gym",
+    "67": "Space Elevator"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "label2id": {
+    "Space Alcove": 26,
+    "Space Attic": 35,
+    "Space Basement": 46,
+    "Space Bath": 5,
+    "Space Bath Shower": 12,
+    "Space Bedroom": 9,
+    "Space Bedroom Guest": 65,
+    "Space CarPort": 36,
+    "Space Closet WalkIn": 11,
+    "Space Den Fireplace": 34,
+    "Space Dining": 19,
+    "Space DraughtLobby": 7,
+    "Space DressingRoom": 24,
+    "Space Elevated": 47,
+    "Space Elevator": 67,
+    "Space Entry": 20,
+    "Space Entry Lobby": 4,
+    "Space ExerciseRoom Gym": 66,
+    "Space Garage": 25,
+    "Space Garbage": 62,
+    "Space Hall": 23,
+    "Space Hall Corridor": 48,
+    "Space Kitchen": 3,
+    "Space Kitchen Kitchenette": 21,
+    "Space Kitchen Open": 29,
+    "Space Kitchen Scullery": 43,
+    "Space Library": 22,
+    "Space Library Archive": 64,
+    "Space LivingRoom": 8,
+    "Space Office": 27,
+    "Space OpenToBelow": 58,
+    "Space Outdoor": 1,
+    "Space Outdoor Balcony": 17,
+    "Space Outdoor Balcony Covered": 45,
+    "Space Outdoor Balcony Glazed": 38,
+    "Space Outdoor CoveredArea": 18,
+    "Space Outdoor Garden": 28,
+    "Space Outdoor Kitchen": 60,
+    "Space Outdoor Patio": 50,
+    "Space Outdoor Patio Glazed": 40,
+    "Space Outdoor Pergola": 53,
+    "Space Outdoor Porch": 14,
+    "Space Outdoor Terrace": 13,
+    "Space Outdoor Terrace Covered": 44,
+    "Space Outdoor Terrace Covered Open": 59,
+    "Space Outdoor Terrace Roof": 52,
+    "Space Outdoor Veranda": 39,
+    "Space Outdoor Veranda Glazed": 51,
+    "Space RecreationRoom": 33,
+    "Space RetailSpace": 54,
+    "Space Room": 2,
+    "Space Room Cold": 32,
+    "Space Room HighCeiling": 61,
+    "Space Sauna": 41,
+    "Space Storage": 15,
+    "Space Storage Cold": 30,
+    "Space Storage Fuel": 57,
+    "Space Storage Oil": 49,
+    "Space Storage Shed": 56,
+    "Space Storage Wood": 63,
+    "Space SwimmingPool": 55,
+    "Space TechnicalRoom": 37,
+    "Space TechnicalRoom Boiler": 31,
+    "Space Undefined": 10,
+    "Space UserDefined": 16,
+    "Space Utility Drying": 42,
+    "Space Utility Laundry": 6,
+    "background": 0
+  },
+  "layer_norm_eps": 1e-06,
+  "mlp_ratios": [
+    4,
+    4,
+    4,
+    4
+  ],
+  "model_type": "segformer",
+  "num_attention_heads": [
+    1,
+    2,
+    5,
+    8
+  ],
+  "num_channels": 3,
+  "num_encoder_blocks": 4,
+  "patch_sizes": [
+    7,
+    3,
+    3,
+    3
+  ],
+  "reshape_last_stage": true,
+  "semantic_loss_ignore_index": 255,
+  "sr_ratios": [
+    8,
+    4,
+    2,
+    1
+  ],
+  "strides": [
+    4,
+    2,
+    2,
+    2
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.47.1"
+}

model.safetensors

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