codeperfectplus
diff --git a/‎.gitignore
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diff --git a/‎23. PixelLib Segmentation/README.md b/‎23. PixelLib Segmentation/README.md
diff --git a/‎23. PixelLib Segmentation/instanceSegmentationExample.py
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diff --git a/‎Media/card.png
-70.5 KB b/‎Media/card.png
-70.5 KB
diff --git a/‎Media/heart.png
-2.46 KB b/‎Media/heart.png
-2.46 KB
diff --git a/‎Media/road.jpg
136 KB b/‎Media/road.jpg
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diff --git a/‎Media/road_segmentation.jpg
244 KB b/‎Media/road_segmentation.jpg
244 KB
diff --git a/‎requirements.txt
-2.12 KB b/‎requirements.txt
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diff --git a/‎utils.py
Lines changed: 2 additions & 1 deletion b/‎utils.py
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@@ -45,3 +45,7 @@ venv.bak/
 
 # others
 test.py
+*.h5
+*.caffemodel
+*.mp4
+inference_model/
@@ -0,0 +1,20 @@
+""" Instance Segmentation using PixelLib and Mask_Rcnn Pretained model on coco dataset """
+
+import pixellib
+from PIL import Image
+from pixellib.instance import instance_segmentation
+
+model_path = "./assets/mask_rcnn_coco.h5"
+image_path = "./Media/road.jpg"
+image_output = './media/road_segmentation.jpg'
+
+# creating instace 
+segment_image = instance_segmentation()
+segment_image.load_model(model_path)
+
+# applying semantic segmentation
+segment_image.segmentImage(image_path, show_bboxes = True, output_image_name=image_output)
+
+# showing the output
+img = Image.open(image_output)
+img.show()
@@ -2,7 +2,8 @@
 
 download_dict = {
     "16gAKScYAW0bZkyRgcLF71x28du_mLY8-": "assets/res10_300x300_ssd_iter_140000.caffemodel",
-    "1jUIwxXjxz8oC7I2Ta9vtiozsB4i95043": "Media/people-walking.mp4"
+    "1jUIwxXjxz8oC7I2Ta9vtiozsB4i95043": "Media/people-walking.mp4",
+    "1Q7qfr11olEFguRRkKRnC1Yah3ZnJCUnM": "assets/mask_rcnn_coco.h5"
 }
 
 for file_id, dest_path in download_dict.items():
Original file line number	Diff line number	Diff line change
`@@ -2,7 +2,8 @@`
`2`	`2`
`3`	`3`	`download_dict = {`
`4`	`4`	`"16gAKScYAW0bZkyRgcLF71x28du_mLY8-": "assets/res10_300x300_ssd_iter_140000.caffemodel",`
`5`		`- "1jUIwxXjxz8oC7I2Ta9vtiozsB4i95043": "Media/people-walking.mp4"`
	`5`	`+ "1jUIwxXjxz8oC7I2Ta9vtiozsB4i95043": "Media/people-walking.mp4",`
	`6`	`+ "1Q7qfr11olEFguRRkKRnC1Yah3ZnJCUnM": "assets/mask_rcnn_coco.h5"`
`6`	`7`	`}`
`7`	`8`
`8`	`9`	`for file_id, dest_path in download_dict.items():`