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README.md

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 # Transformers for Object detection
 
+It's always been a truth that CNNs have faster inferencing than transformers, but this is now no more, Roboflow has release RF-Detr a transformer based object detection model, which not only outprforms CNNs, but also faster at accurate predictions.
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+This is the finetuned version of RF-Detr(Nano) model on the custom dataset for classification of Threat in out of four labels from: Gun(Including any kind of firearm weapon), Explosive(Fire or exploding scenario), Grenade(hand grenades), and Knife.
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 ### Inference Instructions
 
 ```python