Duplicate from keremberke/yolov8m-pothole-segmentation

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

.gitattributes

@@ -0,0 +1,34 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,84 @@
+ 
+---
+tags:
+- ultralyticsplus
+- yolov8
+- ultralytics
+- yolo
+- vision
+- image-segmentation
+- pytorch
+- awesome-yolov8-models
+library_name: ultralytics
+library_version: 8.0.21
+inference: false
+
+datasets:
+- keremberke/pothole-segmentation
+
+model-index:
+- name: keremberke/yolov8m-pothole-segmentation
+  results:
+  - task:
+      type: image-segmentation
+
+    dataset:
+      type: keremberke/pothole-segmentation
+      name: pothole-segmentation
+      split: validation
+
+    metrics:
+      - type: precision  # since mAP@0.5 is not available on hf.co/metrics
+        value: 0.85786  # min: 0.0 - max: 1.0
+        name: mAP@0.5(box)
+      - type: precision  # since mAP@0.5 is not available on hf.co/metrics
+        value: 0.895  # min: 0.0 - max: 1.0
+        name: mAP@0.5(mask)
+---
+
+<div align="center">
+  <img width="640" alt="keremberke/yolov8m-pothole-segmentation" src="https://huggingface.co/keremberke/yolov8m-pothole-segmentation/resolve/main/thumbnail.jpg">
+</div>
+
+### Supported Labels
+
+```
+['pothole']
+```
+
+### 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-pothole-segmentation')
+
+# 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)
+print(results[0].masks)
+render = render_result(model=model, image=image, result=results[0])
+render.show()
+```
+
+**More models available at: [awesome-yolov8-models](https://yolov8.xyz)**

best.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7e3a909e7d043cdc7af97a5ee2008abffcc27a449b1f2081451ba526de123dd
+size 54797930

config.json

@@ -0,0 +1 @@
+{"input_size": 640, "task": "instance-segmentation", "ultralyticsplus_version": "0.0.23", "ultralytics_version": "8.0.21", "model_type": "v8", "score_map50": 0.85786, "score_map50_mask": 0.895}

events.out.tfevents.1674836396.ovyeman.26068.9

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b7412fa6c83a96ec6f54de0895e16060c26454e9782e12a7d0def91321294cd
+size 40