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16
docs/en/reference/models/fastsam/model.md
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docs/en/reference/models/fastsam/model.md
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---
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||||
description: Learn all about Ultralytics FastSAM model. Dive into our comprehensive guide for seamless integration and efficient model training.
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keywords: Ultralytics, FastSAM model, Model documentation, Efficient model training
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||||
---
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||||
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||||
# Reference for `ultralytics/models/fastsam/model.py`
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||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/model.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/fastsam/model.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
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|
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## ::: ultralytics.models.fastsam.model.FastSAM
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<br><br>
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16
docs/en/reference/models/fastsam/predict.md
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docs/en/reference/models/fastsam/predict.md
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@ -0,0 +1,16 @@
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---
|
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description: Get detailed insights about Ultralytics FastSAMPredictor. Learn to predict and optimize your AI models with our properly documented guidelines.
|
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keywords: Ultralytics, FastSAMPredictor, predictive modeling, AI optimization, machine learning, deep learning, Ultralytics documentation
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/fastsam/predict.py`
|
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|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/fastsam/predict.py) 🛠️. Thank you 🙏!
|
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|
||||
<br><br>
|
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|
||||
## ::: ultralytics.models.fastsam.predict.FastSAMPredictor
|
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|
||||
<br><br>
|
||||
16
docs/en/reference/models/fastsam/prompt.md
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docs/en/reference/models/fastsam/prompt.md
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|
||||
---
|
||||
description: Learn to effectively utilize FastSAMPrompt model from Ultralytics. Detailed guide to help you get the most out of your machine learning models.
|
||||
keywords: Ultralytics, FastSAMPrompt, machine learning, model, guide, documentation
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/fastsam/prompt.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/prompt.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/prompt.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/fastsam/prompt.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.fastsam.prompt.FastSAMPrompt
|
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|
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<br><br>
|
||||
20
docs/en/reference/models/fastsam/utils.md
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docs/en/reference/models/fastsam/utils.md
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|
||||
---
|
||||
description: Learn how to adjust bounding boxes to image borders in Ultralytics models using the bbox_iou utility. Enhance your object detection performance.
|
||||
keywords: Ultralytics, bounding boxes, Bboxes, image borders, object detection, bbox_iou, model utilities
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/fastsam/utils.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/utils.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/utils.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/fastsam/utils.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.fastsam.utils.adjust_bboxes_to_image_border
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|
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<br><br>
|
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|
||||
## ::: ultralytics.models.fastsam.utils.bbox_iou
|
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|
||||
<br><br>
|
||||
16
docs/en/reference/models/fastsam/val.md
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16
docs/en/reference/models/fastsam/val.md
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@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Learn about FastSAMValidator in Ultralytics models. Comprehensive guide to enhancing AI capabilities with Ultralytics.
|
||||
keywords: Ultralytics, FastSAMValidator, model, synthetic, AI, machine learning, validation
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/fastsam/val.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/fastsam/val.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.fastsam.val.FastSAMValidator
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/nas/model.md
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16
docs/en/reference/models/nas/model.md
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@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Learn how our NAS model operates in Ultralytics. Comprehensive guide with detailed examples. Master the nuances of Ultralytics NAS model.
|
||||
keywords: Ultralytics, NAS model, NAS guide, machine learning, model documentation
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/nas/model.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/model.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/nas/model.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.nas.model.NAS
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/nas/predict.md
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docs/en/reference/models/nas/predict.md
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|
||||
---
|
||||
description: Explore Ultralytics NASPredictor. Understand high-level architecture of the model for effective implementation and efficient predictions.
|
||||
keywords: NASPredictor, Ultralytics, Ultralytics model, model architecture, efficient predictions
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/nas/predict.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/nas/predict.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.nas.predict.NASPredictor
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/nas/val.md
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16
docs/en/reference/models/nas/val.md
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@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Explore the utilities and functions of the Ultralytics NASValidator. Find out how it benefits allocation and optimization in AI models.
|
||||
keywords: Ultralytics, NASValidator, models.nas.val.NASValidator, AI models, allocation, optimization
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/nas/val.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/nas/val.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.nas.val.NASValidator
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/rtdetr/model.md
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16
docs/en/reference/models/rtdetr/model.md
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@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Explore the specifics of using the RTDETR model in Ultralytics. Detailed documentation layered with explanations and examples.
|
||||
keywords: Ultralytics, RTDETR model, Ultralytics models, object detection, Ultralytics documentation
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/rtdetr/model.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/model.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/rtdetr/model.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.rtdetr.model.RTDETR
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/rtdetr/predict.md
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16
docs/en/reference/models/rtdetr/predict.md
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@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Learn how to use the RTDETRPredictor model of the Ultralytics package. Detailed documentation, usage instructions, and advice.
|
||||
keywords: Ultralytics, RTDETRPredictor, model documentation, guide, real-time object detection
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/rtdetr/predict.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/rtdetr/predict.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.rtdetr.predict.RTDETRPredictor
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/rtdetr/train.md
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16
docs/en/reference/models/rtdetr/train.md
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@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Get insights into RTDETRTrainer, a crucial component of Ultralytics for effective model training. Explore detailed documentation at Ultralytics.
|
||||
keywords: Ultralytics, RTDETRTrainer, model training, Ultralytics models, PyTorch models, neural networks, machine learning, deep learning
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/rtdetr/train.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/rtdetr/train.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.rtdetr.train.RTDETRTrainer
|
||||
|
||||
<br><br>
|
||||
20
docs/en/reference/models/rtdetr/val.md
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20
docs/en/reference/models/rtdetr/val.md
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|
||||
---
|
||||
description: Explore RTDETRDataset in Ultralytics Models. Learn about the RTDETRValidator function, understand its usage in real-time object detection.
|
||||
keywords: Ultralytics, RTDETRDataset, RTDETRValidator, real-time object detection, models documentation
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/rtdetr/val.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/rtdetr/val.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.rtdetr.val.RTDETRDataset
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.rtdetr.val.RTDETRValidator
|
||||
|
||||
<br><br>
|
||||
56
docs/en/reference/models/sam/amg.md
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56
docs/en/reference/models/sam/amg.md
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@ -0,0 +1,56 @@
|
||||
---
|
||||
description: Explore Ultralytics methods for mask data processing, transformation and encoding. Deepen your understanding of RLE encoding, image cropping and more.
|
||||
keywords: Ultralytics, Mask Data, Transformation, Encoding, RLE encoding, Image cropping, Pytorch, SAM, AMG, Ultralytics model
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/sam/amg.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/amg.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/amg.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/amg.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.amg.is_box_near_crop_edge
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.amg.batch_iterator
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.amg.calculate_stability_score
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.amg.build_point_grid
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.amg.build_all_layer_point_grids
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.amg.generate_crop_boxes
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.amg.uncrop_boxes_xyxy
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.amg.uncrop_points
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.amg.uncrop_masks
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.amg.remove_small_regions
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.amg.batched_mask_to_box
|
||||
|
||||
<br><br>
|
||||
36
docs/en/reference/models/sam/build.md
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36
docs/en/reference/models/sam/build.md
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@ -0,0 +1,36 @@
|
||||
---
|
||||
description: Master building SAM ViT models with Ultralytics. Discover steps to leverage the power of SAM and Vision Transformer sessions.
|
||||
keywords: Ultralytics, SAM, build sam, vision transformer, vits, build_sam_vit_l, build_sam_vit_b, build_sam
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/sam/build.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/build.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/build.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/build.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.build.build_sam_vit_h
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.build.build_sam_vit_l
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.build.build_sam_vit_b
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.build.build_mobile_sam
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.build._build_sam
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.build.build_sam
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/sam/model.md
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16
docs/en/reference/models/sam/model.md
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@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Dive into the SAM model details in the Ultralytics YOLO documentation. Understand, implement, and optimize your model use.
|
||||
keywords: Ultralytics, YOLO, SAM Model, Documentations, Machine Learning, AI, Convolutional neural network
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/sam/model.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/model.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/model.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.model.SAM
|
||||
|
||||
<br><br>
|
||||
20
docs/en/reference/models/sam/modules/decoders.md
Normal file
20
docs/en/reference/models/sam/modules/decoders.md
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@ -0,0 +1,20 @@
|
||||
---
|
||||
description: Explore MaskDecoder, a part of the Ultralytics models. Gain insights on how to utilize it effectively in the SAM modules decoders MLP.
|
||||
keywords: Ultralytics, MaskDecoder, SAM modules, decoders, MLP, YOLO, machine learning, image recognition
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/sam/modules/decoders.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/decoders.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/decoders.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/decoders.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.decoders.MaskDecoder
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.decoders.MLP
|
||||
|
||||
<br><br>
|
||||
52
docs/en/reference/models/sam/modules/encoders.md
Normal file
52
docs/en/reference/models/sam/modules/encoders.md
Normal file
@ -0,0 +1,52 @@
|
||||
---
|
||||
description: Discover detailed information on ImageEncoderViT, PositionEmbeddingRandom, Attention, window_partition, get_rel_pos and more in Ultralytics models encoders documentation.
|
||||
keywords: Ultralytics, Encoders, Modules, Documentation, ImageEncoderViT, PositionEmbeddingRandom, Attention, window_partition, get_rel_pos
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/sam/modules/encoders.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/encoders.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/encoders.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/encoders.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.encoders.ImageEncoderViT
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.encoders.PromptEncoder
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.encoders.PositionEmbeddingRandom
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.encoders.Block
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.encoders.Attention
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.encoders.PatchEmbed
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.encoders.window_partition
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.encoders.window_unpartition
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.encoders.get_rel_pos
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.encoders.add_decomposed_rel_pos
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/sam/modules/sam.md
Normal file
16
docs/en/reference/models/sam/modules/sam.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Explore the Sam module of Ultralytics. Discover detailed methods, classes, and information for efficient deep-learning model training!.
|
||||
keywords: Ultralytics, Sam module, deep learning, model training, Ultralytics documentation
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/sam/modules/sam.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/sam.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/sam.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/sam.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.sam.Sam
|
||||
|
||||
<br><br>
|
||||
56
docs/en/reference/models/sam/modules/tiny_encoder.md
Normal file
56
docs/en/reference/models/sam/modules/tiny_encoder.md
Normal file
@ -0,0 +1,56 @@
|
||||
---
|
||||
description: Get in-depth insights about Ultralytics Tiny Encoder Modules such as Conv2d_BN, MBConv, ConvLayer, Attention, BasicLayer, and TinyViT. Improve your understanding of machine learning model components.
|
||||
keywords: Ultralytics, Tiny Encoder, Conv2d_BN, MBConv, ConvLayer, Attention, BasicLayer, TinyViT, Machine learning modules, Ultralytics models
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/sam/modules/tiny_encoder.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/tiny_encoder.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/tiny_encoder.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/tiny_encoder.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.tiny_encoder.Conv2d_BN
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.tiny_encoder.PatchEmbed
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.tiny_encoder.MBConv
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.tiny_encoder.PatchMerging
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.tiny_encoder.ConvLayer
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.tiny_encoder.Mlp
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.tiny_encoder.Attention
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViTBlock
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.tiny_encoder.BasicLayer
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.tiny_encoder.LayerNorm2d
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViT
|
||||
|
||||
<br><br>
|
||||
24
docs/en/reference/models/sam/modules/transformer.md
Normal file
24
docs/en/reference/models/sam/modules/transformer.md
Normal file
@ -0,0 +1,24 @@
|
||||
---
|
||||
description: Learn about TwoWayTransformer and Attention modules in Ultralytics. Leverage these tools to enhance your AI models.
|
||||
keywords: Ultralytics, TwoWayTransformer, Attention, AI models, transformers
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/sam/modules/transformer.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/transformer.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/transformer.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/transformer.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.transformer.TwoWayTransformer
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.transformer.TwoWayAttentionBlock
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.modules.transformer.Attention
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/sam/predict.md
Normal file
16
docs/en/reference/models/sam/predict.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Master the ultralytics.models.sam.predict.Predictor class with our comprehensive guide. Discover techniques to enhance your model predictions.
|
||||
keywords: Ultralytics, predictor, models, sam.predict.Predictor, AI, machine learning, predictive models
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/sam/predict.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/predict.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.sam.predict.Predictor
|
||||
|
||||
<br><br>
|
||||
20
docs/en/reference/models/utils/loss.md
Normal file
20
docs/en/reference/models/utils/loss.md
Normal file
@ -0,0 +1,20 @@
|
||||
---
|
||||
description: Learn to use the DETRLoss function provided by Ultralytics YOLO. Understand how to utilize loss in RTDETR detection models to improve accuracy.
|
||||
keywords: Ultralytics, YOLO, Documentation, DETRLoss, Detection Loss, Loss function, DETR, RTDETR Detection Models
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/utils/loss.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/loss.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/loss.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/utils/loss.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.utils.loss.DETRLoss
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.utils.loss.RTDETRDetectionLoss
|
||||
|
||||
<br><br>
|
||||
20
docs/en/reference/models/utils/ops.md
Normal file
20
docs/en/reference/models/utils/ops.md
Normal file
@ -0,0 +1,20 @@
|
||||
---
|
||||
description: Discover details for "HungarianMatcher" & "inverse_sigmoid" functions in Ultralytics YOLO, advanced tools supporting detection models.
|
||||
keywords: Ultralytics, YOLO, HungarianMatcher, inverse_sigmoid, detection models, model utilities, ops
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/utils/ops.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/ops.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/ops.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/utils/ops.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.utils.ops.HungarianMatcher
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.utils.ops.get_cdn_group
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/classify/predict.md
Normal file
16
docs/en/reference/models/yolo/classify/predict.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Explore the Ultralytics ClassificationPredictor guide for model prediction and visualization. Build powerful AI models with YOLO.
|
||||
keywords: Ultralytics, classification predictor, predict, YOLO, AI models, model visualization
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/classify/predict.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/classify/predict.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.classify.predict.ClassificationPredictor
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/classify/train.md
Normal file
16
docs/en/reference/models/yolo/classify/train.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Delve into Classification Trainer at Ultralytics YOLO docs and optimize your model's training process with insights from the masters!.
|
||||
keywords: Ultralytics, YOLO, Classification Trainer, deep learning, training process, AI models, documentation
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/classify/train.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/classify/train.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.classify.train.ClassificationTrainer
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/classify/val.md
Normal file
16
docs/en/reference/models/yolo/classify/val.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Explore YOLO ClassificationValidator, a key element of Ultralytics YOLO models. Learn how it validates and fine-tunes model outputs.
|
||||
keywords: Ultralytics, YOLO, ClassificationValidator, model validation, model fine-tuning, deep learning, computer vision
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/classify/val.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/classify/val.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.classify.val.ClassificationValidator
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/detect/predict.md
Normal file
16
docs/en/reference/models/yolo/detect/predict.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Explore the guide to using the DetectionPredictor in Ultralytics YOLO. Learn how to predict, detect and analyze objects accurately.
|
||||
keywords: Ultralytics, YOLO, DetectionPredictor, detect, predict, object detection, analysis
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/detect/predict.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/detect/predict.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.detect.predict.DetectionPredictor
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/detect/train.md
Normal file
16
docs/en/reference/models/yolo/detect/train.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Maximize your model's potential with Ultralytics YOLO Detection Trainer. Learn advanced techniques, tips, and tricks for training.
|
||||
keywords: Ultralytics YOLO, YOLO, Detection Trainer, Model Training, Machine Learning, Deep Learning, Computer Vision
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/detect/train.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/detect/train.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.detect.train.DetectionTrainer
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/detect/val.md
Normal file
16
docs/en/reference/models/yolo/detect/val.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Discover function valuation of your YOLO models with the Ultralytics Detection Validator. Enhance precision and recall rates today.
|
||||
keywords: Ultralytics, YOLO, Detection Validator, model valuation, precision, recall
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/detect/val.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/detect/val.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.detect.val.DetectionValidator
|
||||
|
||||
<br><br>
|
||||
20
docs/en/reference/models/yolo/model.md
Normal file
20
docs/en/reference/models/yolo/model.md
Normal file
@ -0,0 +1,20 @@
|
||||
---
|
||||
description: Discover the Ultralytics YOLO model class. Learn advanced techniques, tips, and tricks for training.
|
||||
keywords: Ultralytics YOLO, YOLO, YOLO model, Model Training, Machine Learning, Deep Learning, Computer Vision
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/model.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/model.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/model.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.model.YOLO
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.model.YOLOWorld
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/obb/predict.md
Normal file
16
docs/en/reference/models/yolo/obb/predict.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Discover OBBPredictor for YOLO, specializing in Oriented Bounding Box predictions. Essential for advanced object detection with Ultralytics YOLO.
|
||||
keywords: Ultralytics, OBBPredictor, YOLO, Oriented Bounding Box, object detection, advanced object detection, YOLO model, deep learning, AI, machine learning, computer vision, OBB detection
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/obb/predict.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/obb/predict.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.obb.predict.OBBPredictor
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/obb/train.md
Normal file
16
docs/en/reference/models/yolo/obb/train.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Master the Ultralytics YOLO OBB Trainer: A specialized tool for training YOLO models using Oriented Bounding Boxes. Features detailed usage, model initialization, and training processes.
|
||||
keywords: Ultralytics, YOLO OBB Trainer, Oriented Bounding Box, OBB model training, YOLO model training, computer vision, deep learning, machine learning, YOLO object detection, model initialization, YOLO training process
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/obb/train.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/obb/train.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.obb.train.OBBTrainer
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/obb/val.md
Normal file
16
docs/en/reference/models/yolo/obb/val.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Learn about Ultralytics' advanced OBBValidator, an extension of YOLO object detection for oriented bounding box validation.
|
||||
keywords: Ultralytics, YOLO, OBBValidator, object detection, oriented bounding box, OBB, machine learning, AI, deep learning, Python, YOLO model, image processing, computer vision, YOLO object detection
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/obb/val.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/obb/val.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.obb.val.OBBValidator
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/pose/predict.md
Normal file
16
docs/en/reference/models/yolo/pose/predict.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Discover how to use PosePredictor in the Ultralytics YOLO model. Includes detailed guides, code examples, and explanations.
|
||||
keywords: Ultralytics, YOLO, PosePredictor, machine learning, AI, predictive models
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/pose/predict.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/pose/predict.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.pose.predict.PosePredictor
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/pose/train.md
Normal file
16
docs/en/reference/models/yolo/pose/train.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Explore Ultralytics PoseTrainer for YOLO models. Get a step-by-step guide on how to train on custom pose data for more accurate AI modeling.
|
||||
keywords: Ultralytics, YOLO, PoseTrainer, pose training, AI modeling, custom data training
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/pose/train.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/pose/train.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.pose.train.PoseTrainer
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/pose/val.md
Normal file
16
docs/en/reference/models/yolo/pose/val.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Explore the PoseValidator—review how Ultralytics YOLO validates poses for object detection. Improve your understanding of YOLO.
|
||||
keywords: PoseValidator, Ultralytics, YOLO, Object detection, Pose validation
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/pose/val.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/pose/val.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.pose.val.PoseValidator
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/segment/predict.md
Normal file
16
docs/en/reference/models/yolo/segment/predict.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Discover how to utilize the YOLO Segmentation Predictor in Ultralytics. Enhance your objects detection skills with us.
|
||||
keywords: YOLO, Ultralytics, object detection, segmentation predictor
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/segment/predict.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/segment/predict.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.segment.predict.SegmentationPredictor
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/segment/train.md
Normal file
16
docs/en/reference/models/yolo/segment/train.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Maximize your YOLO model's performance with our SegmentationTrainer. Explore comprehensive guides and tutorials on ultralytics.com.
|
||||
keywords: Ultralytics, YOLO, SegmentationTrainer, image segmentation, object detection, model training, YOLO model
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/segment/train.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/segment/train.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.segment.train.SegmentationTrainer
|
||||
|
||||
<br><br>
|
||||
16
docs/en/reference/models/yolo/segment/val.md
Normal file
16
docs/en/reference/models/yolo/segment/val.md
Normal file
@ -0,0 +1,16 @@
|
||||
---
|
||||
description: Get practical insights about our SegmentationValidator in YOLO Ultralytics models. Discover functionality details, methods, inputs, and outputs.
|
||||
keywords: Ultralytics, YOLO, SegmentationValidator, model segmentation, image classification, object detection
|
||||
---
|
||||
|
||||
# Reference for `ultralytics/models/yolo/segment/val.py`
|
||||
|
||||
!!! Note
|
||||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/segment/val.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
|
||||
## ::: ultralytics.models.yolo.segment.val.SegmentationValidator
|
||||
|
||||
<br><br>
|
||||
Reference in New Issue
Block a user