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Project Type

Object Detection

Classification

Instance Segmentation

+3

Model Type

RF-DETR

YOLO26

YOLOv11

YOLOv8

YOLO-NAS

+4

Classes

Related Objects of Interest:

knife handgun pistol shotgun person

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Try Rifle Detection API

Run on custom image

Drop or click to upload

# 1. Import the library
from inference_sdk import InferenceHTTPClient

# 2. Connect to your workspace
client = InferenceHTTPClient(
  api_url="https://serverless.roboflow.com",
  api_key="API_KEY"
)

# 3. Run your workflow on an image
result = client.run_workflow(
  workspace_name="<YOUR_WORKSPACE>",
  workflow_id="<YOUR_WORKFLOW_ID>",
  images={
    "image": "YOUR_IMAGE.jpg"  # Path to your image file
  },
  parameters={
    "classes": "rifle"
  },
  use_cache=True  # cache workflow definition for 15 minutes
)

# 4. Get your results
print(result)

Top Rifle Datasets and Models

The datasets below can be used to train fine-tuned models for rifle detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.

Related Objects of Interest:

knife handgun pistol shotgun person

weapon-detection project thumbnail

Object Detection

weapon-detection

21

9.67k images1 model1.07k

handgun person pistol rifle weapon Aggressor Blood Guns Guns perspective Hand Heavy Gun Knife Knife_Deploy Knife_Weapon Long guns Person Pistol Rifle Shotgun Stabbing

WeaponDetection project thumbnail

Object Detection

WeaponDetection

by Xian Douglas

5

22.1k images176

handgun pistol rifle Armed Handgun Human Launcher Rifle Shotgun shotgun

guns project thumbnail

Object Detection

guns

5

4.26k images2 models395

handgun rifle Grenade Gun Knife Pistol

Weapon classification project thumbnail

Object Detection

Weapon classification

by Liteye Systems

4

576 images1 model365

Guns project thumbnail

Object Detection

Guns

4

9.31k images1 model185

weapon-detection project thumbnail

Object Detection

weapon-detection

4

800 images

handgun rifle 0 1 2 Celurit Linggis

Weapon yolo8 project thumbnail

Object Detection

Weapon yolo8

by EDI Detection

4

10.1k images95

hand handgun rifle 0 Grenade Gun Knife Missile Pistol heavyweapon pistol_c pistol_m

Weapon Detection project thumbnail

Object Detection

Weapon Detection

4

3.28k images156

handgun knife pistol rifle 0 1 2 Celurit Linggis axe bomb bow cleaver cutlass heavyweapon katana mace machine gun morningstar rocket launcher

weapon detection project thumbnail

Object Detection

weapon detection

4

9.63k images1 model234

Grenade Knife Missile Pistol Rifle

weapon project thumbnail

Object Detection

weapon

by y

3

592 images1 model126

knife pistol rifle axe bomb bow cleaver cutlass katana mace machine gun morningstar rocket launcher scabbard scope shield shotgun sickle smg sniper rifle

Military Base Object Detection project thumbnail

Object Detection

Military Base Object Detection

by capstone2025

3

12.1k images2 models16

Aircraft Camouflage Drone Fire Grenade Hand-Gun Knife Military-Vehicle Missile Pistol Rifle Smoke Soldier

CGI Weapon Dataset project thumbnail

Object Detection

CGI Weapon Dataset

3

100 images

pistol rifle weapon shotgun

WeaponDetector project thumbnail

Object Detection

WeaponDetector

by WeaponDetector

3

18.4k images2 models126

Grenade Handgun Rifle Steel arms

new_cctv_youtube project thumbnail

Object Detection

new_cctv_youtube

3

592 images32

weapon detection project thumbnail

Object Detection

weapon detection

by Prince Sattam bin Abdulaziz University

3

904 images2 models60

Yolo Weapon Detection project thumbnail

Object Detection

Yolo Weapon Detection

by weapon detect

3

4.56k images1 model35

knife person pistol Gunmen Rifle blunt object knife_attacker shot-gun submachine-gun

weapon detection cctv v3 dataset project thumbnail

Object Detection

weapon detection cctv v3 dataset

by weapon detection cctv

3

2.61k images1 model403

gun hand knife person phone pistol rifle weapon Knife guns ruler

weaponsdata project thumbnail

Object Detection

weaponsdata

3

9.81k images161

gun knife person pistol rifle

MIT Indoor Semantic Segmentation project thumbnail

Semantic Segmentation

MIT Indoor Semantic Segmentation

2

2.58k images34

airplane apple backpack bag ball balloon banana baseball basket bear bed belt bench bicycle block boar board boat body boiler

Weapon Detection using YOLOv8 project thumbnail

Object Detection

Weapon Detection using YOLOv8

by Weopon Detection

2

671 images1 model45

Handgun Knife Missile Rifle Shotgun Sword Tank

Weapon DataSet project thumbnail

Object Detection

Weapon DataSet

by [email protected]

2

12.1k images17

Handgun Knife Nerf Rifle

Tank and Weapon identifier project thumbnail

Object Detection

Tank and Weapon identifier

2

109 images18

handgun knife pistol rifle 0 boom long_gun

thieves, gun, knife, mask detection project thumbnail

Object Detection

thieves, gun, knife, mask detection

by Valerio Francesco Puglisi

2

2.39k images10

gun hammer helmet knife mask person rifle

Gun_Detection project thumbnail

Object Detection

Gun_Detection

by MSA university

2

956 images2 models73

Assult-Rifle Gun Person ShotGun

WEAPONS_AXEDE project thumbnail

Object Detection

WEAPONS_AXEDE

by sebastianaxede

2

1.38k images61

Armas Cuchillo Palanca Pistola Posible arma Rifle

crime-detection project thumbnail

Object Detection

crime-detection

by crimedetection

2

9.62k images1 model64

Grenade Knife Missile Pistol Rifle

rifle project thumbnail

Object Detection

rifle

2

1.86k images9

Gun detection project thumbnail

Object Detection

Gun detection

by Marcel Gigena

2

9.51k images1 model20

Grenade Knife Missile Pistol Rifle

weapon detection project thumbnail

Object Detection

weapon detection

2

9.39k images1 model12

handgun rifle Grenade Gun Knife Pistol

smg project thumbnail

Instance Segmentation

smg

by JS

2

500 images

handgun rifle grenade pistol_cartridge rifle_bullet shotgun sniper_rifle submachine_gun

weapon project thumbnail

Object Detection

weapon

by Jeremy Nguyen

2

592 images1 model66

knife pistol rifle axe bomb bow cleaver cutlass katana mace machine gun morningstar rocket launcher scabbard scope shield shotgun sickle smg sniper rifle

gun project thumbnail

Object Detection

gun

by AI

2

974 images51

handgun rifle 0 1 10 100 101 102 103 1030 104 105 1055 1057 1059 106 1065 108 109 11

mod-new-3 project thumbnail

Object Detection

mod-new-3

by New Workspace

2

576 images

Rifles project thumbnail

Object Detection

Rifles

by Karandeep Padam

2

739 images126

Weapon Detection project thumbnail

Object Detection

Weapon Detection

2

9.52k images1 model84

knife rifle Knife ak ax cleaver cutter eto long sword m16 revolver semi automatic short sword shotgun spear

w project thumbnail

Object Detection

w

2

9.88k images24

fire handgun knife rifle smoke fight

Weapons_1 project thumbnail

Instance Segmentation

Weapons_1

2

10k images

Handgun Knife Rifle Sword

thirdvision-pls project thumbnail

Object Detection

thirdvision-pls

by try

2

3.92k images

background baseball bat hammer pistol rifle crow bar ice pick long knife pocket-knife

ir project thumbnail

Object Detection

ir

2

1.54k images1 model11

person rifle launcher

weapons-dataset project thumbnail

Instance Segmentation

weapons-dataset

by Object Detection

2

7.3k images19

handgun knife rifle 0

sova2 project thumbnail

Object Detection

sova2

2

5.71k images1 model8

F1 Launcher MON50 MachineGun PFM1 PMN Person Rifle Tank Vehicle

Crime detection project thumbnail

Object Detection

Crime detection

by p1

1

600 images1 model63

handgun pistol rifle Aggressor Blood Hand Knife_Deploy Knife_Weapon Person Stabbing Victim shotgun violence

WeaponDetectionDataset project thumbnail

Object Detection

WeaponDetectionDataset

by Smartbridge Project

1

687 images11

Automatic Rifle Bazooka Grenade Launcher Handgun Knife SMG Shotgun Sniper Sword

gun robbery project thumbnail

Object Detection

gun robbery

1

1.63k images13

gun pistol rifle no robbery activity

weapon detection project thumbnail

Object Detection

weapon detection

by weapon detection

1

7.87k images2 models164

gun hand knife person phone pistol rifle weapon Knife guns other-pose ruler

check_two project thumbnail

Object Detection

check_two

by Mohan Mitthaiwala

1

3.89k images42

airplane ambulance backpack boat car dog handgun helmet horse motorcycle person rifle rocket tank truck barge barrel briefcase cannon dagger

handgun detection project thumbnail

Object Detection

handgun detection

by crime detection

1

350 images2 models

handgun knife pistol rifle Pistol

Weapon Detection project thumbnail

Object Detection

Weapon Detection

by [email protected]

1

743 images145

handgun knife rifle 1

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