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Related Objects of Interest: pass , angle valve , ball valve , butterfly valve , check valve , float operated valve , gate valve , globe valve , level indicator , level meter
Top Fail Computer Vision Models
The models below have been fine-tuned for various fail 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 fail detection model.
At the bottom of this page, we have guides on how to count fails in images and videos.
![](https://source.roboflow.com/ELTfwTFISAXbXd0eeA90KYp8CVy1/FP8B05bzRrBahFJoiV42/thumb.jpg)
![](https://source.roboflow.com/ELTfwTFISAXbXd0eeA90KYp8CVy1/FP8B05bzRrBahFJoiV42/annotation-Piping-Valves-Equipment-ID.png)
1065 images1 model
3 Way Ball Valve3 Way Gate Valve3 Way Globe Valve4 Way Ball Valve4 Way Gate ValveAlkyalationAngle BlowdownAngle GlobeValveAngle ValveAutomatic StokerAxial CompressorAxical COMPBackPressure RegulatorBalance Diaphragm Gate ValveBall ValveBleeder ValveBoom LoaderButterfly ValveCavity PumpCentrifugal Blower
![](https://source.roboflow.com/CK6GCG0i4hpritlAfLqz/S5n7y5oJVaU5OWspxD0O/thumb.jpg)
![](https://source.roboflow.com/CK6GCG0i4hpritlAfLqz/S5n7y5oJVaU5OWspxD0O/annotation-fail.png)
![](https://source.roboflow.com/QGQtoZk6N0Z54lJBgmt8BeNDBJ13/jT0GsQBx2GRAzOXSZ4Vv/thumb.jpg)
![](https://source.roboflow.com/QGQtoZk6N0Z54lJBgmt8BeNDBJ13/jT0GsQBx2GRAzOXSZ4Vv/annotation-keys.png)
![](https://source.roboflow.com/97mnIOWong7WG2yhEzMY/JSJbKa5ZKYUkMDmTBH7M/thumb.jpg)
![](https://source.roboflow.com/97mnIOWong7WG2yhEzMY/JSJbKa5ZKYUkMDmTBH7M/annotation-cake.png)
![](https://source.roboflow.com/nvBzStPw04PGY6AE2YDss4YU6BM2/ZRq1RGklRKJ4qCV5zeFc/thumb.jpg)
![](https://source.roboflow.com/nvBzStPw04PGY6AE2YDss4YU6BM2/ZRq1RGklRKJ4qCV5zeFc/annotation-good-or-bad-cables.png)
![](https://source.roboflow.com/jy6dZHC7HmZWTQbW3ArLEYIiejS2/lrYkTgtzUzF0Rv54AtW8/thumb.jpg)
![](https://source.roboflow.com/jy6dZHC7HmZWTQbW3ArLEYIiejS2/lrYkTgtzUzF0Rv54AtW8/annotation-Symbols.png)
61 images2 models
3 Way Valve4 Way ValveAgitator or MixerAlkylationAngle BlowdownAngle Globe ValveAngle ValveAutomatic StokerAxial CompressorBack Pressure RegulatorBalance Diaphragm Gate ValveBall ValveBleeder ValveBoom LoaderButterfly ValveCentrifugal BlowerCentrifugal CompressorCentrifugal PumpCheck ValveChimney Tower
![](https://source.roboflow.com/iFTe3u8JJbV8LbBJUoGQml02dnl2/iRUU0wlUKRGlFNpXn9u2/thumb.jpg)
![](https://source.roboflow.com/iFTe3u8JJbV8LbBJUoGQml02dnl2/iRUU0wlUKRGlFNpXn9u2/annotation-symbols_Extraction.png)
485 images1 model
3 Way Ball Valve3 Way Gate Valve3 Way Globe Valve4 Way Ball Valve4 Way Gate ValveAlkyalationAngle BlowdownAngle GlobeValveAngle ValveAutomatic StokerAxial CompressorAxical COMPBackPressure RegulatorBalance Diaphragm Gate ValveBall ValveBleeder ValveBoom LoaderButterfly ValveCavity PumpCentrifugal Blower
![](https://source.roboflow.com/HA6cNqutlRcuUTUegqJvatSj10Q2/L7nvkmO2c0skkuGYSVKi/thumb.jpg)
![](https://source.roboflow.com/HA6cNqutlRcuUTUegqJvatSj10Q2/L7nvkmO2c0skkuGYSVKi/annotation-Valves-Meter-Sensor.png)
264 images1 model
Actuator with manual actuated partial stroke test device.Actuator with remote actuated partial stroke test deviceActuator with side-mounted handwheel.Actuator with top-mounted handwheel.Analyzer TransmitterAnd GateAngle ValveAveraging Pitot TubeBackpressure regulator.Ball ValveBehind ControlBehind a local ControlBellow Sealed ValveBellow Spring opposed ActuatorButterfly ValveCheck ValveChoke ValveComputerControl ValveCoroilis Flow Sensor
![](https://source.roboflow.com/txU4RBbKlOa7hpSRY6dmhLVvfls2/itAcm4g3bIyE08EvaI0t/thumb.jpg)
![](https://source.roboflow.com/txU4RBbKlOa7hpSRY6dmhLVvfls2/itAcm4g3bIyE08EvaI0t/annotation-test.png)
![](https://source.roboflow.com/MT1ODqxbTrc2C6UDpptRTMBdMUu1/x2u7UTk6K4rbLJAR3Tl2/thumb.jpg)
![](https://source.roboflow.com/MT1ODqxbTrc2C6UDpptRTMBdMUu1/x2u7UTk6K4rbLJAR3Tl2/annotation-fail.png)
![](https://source.roboflow.com/3cM1BcoPZm1fNXg1278b/mi192KLRXM3IIFPiPWLA/thumb.jpg)
![](https://source.roboflow.com/3cM1BcoPZm1fNXg1278b/mi192KLRXM3IIFPiPWLA/annotation-Pass-fail.png)
![](https://source.roboflow.com/3r7QlsUJXsQkhMTvnesfP5is0rF3/oYGzq4I1AlVY8J8ba2mU/thumb.jpg)
![](https://source.roboflow.com/3r7QlsUJXsQkhMTvnesfP5is0rF3/oYGzq4I1AlVY8J8ba2mU/annotation-failure.png)
![](https://source.roboflow.com/V3NoBeldefO67FtJQqGfhJJU8jq2/QCJ83XxG5MAQwPbmYfyc/thumb.jpg)
![](https://source.roboflow.com/V3NoBeldefO67FtJQqGfhJJU8jq2/QCJ83XxG5MAQwPbmYfyc/annotation-pass-or-fail.png)
![](https://source.roboflow.com/7YTXiPMLWFMBcGPF6h8y4gGIbZw2/8LdHBOFp8n8HZBfYHWoh/thumb.jpg)
![](https://source.roboflow.com/7YTXiPMLWFMBcGPF6h8y4gGIbZw2/8LdHBOFp8n8HZBfYHWoh/annotation-Bluescreen-Of-Death.png)
100 images1 model
Bios Configuration FailureBoot ErrorBoot Sector IssuesCPU OverheatingCorrupt atau Outdated DriverCorrupt atau Outdated Driver GrafisCritical Process DiedHAL Initialization FailedHardware Failure (Graphics Card)Hardware Failure (HardDrive atau RAM)Kernel Startup FailKerusakan File KernelKerusakan File SistemKesalahan Overclocking (CPU)Kesalahan Overclocking (GPU)Konflik antar DriverManually Initiated CrashMasalah BootloaderMasalah DebuggerPage Fault in NonPaged
![](https://source.roboflow.com/lXBVhVTVewRbUhO1dEt8uglgMGm2/zGhQqWWv9uVkhkEvnsBQ/thumb.jpg)
![](https://source.roboflow.com/lXBVhVTVewRbUhO1dEt8uglgMGm2/zGhQqWWv9uVkhkEvnsBQ/annotation-good-bad.png)
![](https://source.roboflow.com/Pp1yMaz1t3YMvKh9fOTvItvY1Q23/MvCojR89buJlQTpr1KYS/thumb.jpg)
![](https://source.roboflow.com/Pp1yMaz1t3YMvKh9fOTvItvY1Q23/MvCojR89buJlQTpr1KYS/annotation-3d-gdup-ARul.png)
![](https://source.roboflow.com/ZSudBjQZL3e18hvl5FAZJggh4og2/D3PJF9v57Paem0o7m510/thumb.jpg)
![](https://source.roboflow.com/ZSudBjQZL3e18hvl5FAZJggh4og2/D3PJF9v57Paem0o7m510/annotation-fail-rVYf.png)