video

track_anything.py

@@ -1,3 +1,6 @@
+import sys
+sys.path.append("/hhd3/gaoshang/Track-Anything/tracker")
+import PIL 
 from tools.interact_tools import SamControler
 from tracker.base_tracker import BaseTracker
 import numpy as np
@@ -33,10 +36,23 @@ class TrackingAnything():
         mask, logit, painted_image = self.samcontroler.interact_loop(image, same_image_flag, points, labels, logits, multimask)
         return mask, logit, painted_image
 
-    def generator(self, image: np.ndarray, logits:np.ndarray):
-        mask, logit, painted_image = self.xmem.track(image, logits)
-        return mask, logit, painted_image
+    def generator(self, images: list, mask:np.ndarray):
         
+        masks = []
+        logits = []
+        painted_images = []
+        for i in range(len(images)):
+            if i ==0:
+                
+                mask, logit, painted_image = self.xmem.track(images[i], mask)
+                
+            else:
+                 mask, logit, painted_image = self.xmem.track(images[i])
+        masks.append(mask)
+        logits.append(logit)
+        painted_images.append(painted_image)
+        return masks, logits, painted_images
+    
         
 def parse_augment():
     parser = argparse.ArgumentParser()
@@ -48,4 +64,27 @@ def parse_augment():
 
     if args.debug:
         print(args)
-    return args 
+    return args 
+
+
+if __name__ == "__main__":
+    masks = None
+    logits = None
+    painted_images = None
+    images = []
+    image  = np.array(PIL.Image.open('/hhd3/gaoshang/truck.jpg'))
+    args = parse_augment()
+    # images.append(np.ones((20,20,3)).astype('uint8'))
+    # images.append(np.ones((20,20,3)).astype('uint8'))
+    images.append(image)
+    images.append(image)
+
+    mask = np.zeros_like(image)[:,:,0]
+    mask[0,0]= 1
+    trackany = TrackingAnything('/ssd1/gaomingqi/checkpoints/sam_vit_h_4b8939.pth','/ssd1/gaomingqi/checkpoints/XMem-s012.pth', args)
+    masks, logits ,painted_images= trackany.generator(images, mask)
+        
+        
+    
+    
+