Duplicate from keremberke/yolov8m-table-extraction

Co-authored-by: Kerem <keremberke@users.noreply.huggingface.co>

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README.md

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+---
+tags:
+- ultralyticsplus
+- yolov8
+- ultralytics
+- yolo
+- vision
+- object-detection
+- pytorch
+- awesome-yolov8-models
+library_name: ultralytics
+library_version: 8.0.21
+inference: false
+datasets:
+- keremberke/table-extraction
+model-index:
+- name: keremberke/yolov8m-table-extraction
+  results:
+  - task:
+      type: object-detection
+    dataset:
+      type: keremberke/table-extraction
+      name: table-extraction
+      split: validation
+    metrics:
+    - type: precision
+      value: 0.95194
+      name: mAP@0.5(box)
+license: agpl-3.0
+---
+
+<div align="center">
+  <img width="640" alt="keremberke/yolov8m-table-extraction" src="https://huggingface.co/keremberke/yolov8m-table-extraction/resolve/main/thumbnail.jpg">
+</div>
+
+### Supported Labels
+
+```
+['bordered', 'borderless']
+```
+
+### How to use
+
+- Install [ultralyticsplus](https://github.com/fcakyon/ultralyticsplus):
+
+```bash
+pip install ultralyticsplus==0.0.23 ultralytics==8.0.21
+```
+
+- Load model and perform prediction:
+
+```python
+from ultralyticsplus import YOLO, render_result
+
+# load model
+model = YOLO('keremberke/yolov8m-table-extraction')
+
+# set model parameters
+model.overrides['conf'] = 0.25  # NMS confidence threshold
+model.overrides['iou'] = 0.45  # NMS IoU threshold
+model.overrides['agnostic_nms'] = False  # NMS class-agnostic
+model.overrides['max_det'] = 1000  # maximum number of detections per image
+
+# set image
+image = 'https://github.com/ultralytics/yolov5/raw/master/data/images/zidane.jpg'
+
+# perform inference
+results = model.predict(image)
+
+# observe results
+print(results[0].boxes)
+render = render_result(model=model, image=image, result=results[0])
+render.show()
+```
+
+**More models available at: [awesome-yolov8-models](https://yolov8.xyz)**

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config.json

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+{"input_size": 640, "task": "object-detection", "ultralyticsplus_version": "0.0.23", "ultralytics_version": "8.0.21", "model_type": "v8", "score_map50": 0.95194}

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