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Related Objects of Interest: forceps , hemostat , scalpel , army_navy , bulldog , castroviejo , frazier , iris , potts , richardson
Top Needle Computer Vision Models
The models below have been fine-tuned for various needle detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own needle detection model.
At the bottom of this page, we have guides on how to count needles in images and videos.
591 images 13 classes 1 model
150 images 3 classes 2 models
200 images 3 classes 1 model
27 images 127 classes 2 models
240 images 9 classes 2 models
1.1k images 23 classes 2 models
Abdominal Wall Biliopancreatic Limb Blood Bypassed Stomach Circular Opening on Gastric Pouch Circular Stapler Anvil Circular Stapler Anvil Shaft Circular Stapler Shaft Curved Grasping Forceps Distal Small Intestine Fat Gastric Pouch Laparoscopic Cautery Hook Linear Grasping Forceps Linear Stapler Liver Measuring Band Mesentery Fat Roux Limb Small Intestine
919 images 5 classes 1 model
624 images 15 classes 1 model
4.5k images 15 classes 1 model
383 images 5 classes 1 model
596 images 7 classes 1 model
2.3k images 15 classes 1 model
1k images 15 classes 1 model
1.9k images 5 classes 1 model
1.8k images 31 classes 2 models
Adjustable wrench Allen Allen wrench Ball-peen hammer Box-End wrench Claw hammer Combination pliers Combination wrench Diagonal pliers Interchangeable Interchangeable screwdriver Linesman pliers Locking pliers Needle nose pliers Nose pliers Open-End Open-End wrench Phillips screwdriver Pipe wrench Pozidriv screwdriver
153 images 15 classes 1 model
1k images 15 classes 1 model
1.3k images 31 classes 1 model
Adjustable wrench Allen Allen wrench Ball-peen hammer Box-End wrench Claw hammer Combination pliers Combination wrench Diagonal pliers Interchangeable Interchangeable screwdriver Linesman pliers Locking pliers Needle nose pliers Nose pliers Open-End Open-End wrench Phillips screwdriver Pipe wrench Pozidriv screwdriver