Related Objects of Interest: stringing, teste, welding-failure, non-failure, bed adhesion failure, nozzle blob failure, poor initial layer bed adhesion faiure, spahgetti, bypass diode failure, chococones
Top Failure Datasets and Models
The datasets below can be used to train fine-tuned models for failure detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.
At the bottom of this page, we have guides on how to train a model using the failure datasets below.
1570 images 189 classes
15 degrees ABS malfunction ACC Status Indicator (Active_135) ACC Status Indicator (Active_8) ACC Status Indicator (Standby_135) ACC Status Indicator (Standby_8) ACC driver overtaking ACC driver takes over cue AEB Off indicator AUTO mode_vehicle mode Abnormal status of low-voltage power supply system Abnormal tire pressure Advance charging indicator Automatic parking activation Automatic parking on indicator Battery heating Brake system malfunction or low brake fluid level Brake system warning light CLTC Car model with low light on
by Norhan Farid
148 images 20 classes
amalgam ( shinny surface) failure amalgam (bulk discoloration) failure amalgam anatomical form ( contact) failure amalgam anatomical form ( contour) failure amalgam anatomical form ( ditching) failure amalgam anatomical form ( fracture) failure amalgam anatomical form ( isthumsfracture ) failure amalgam anatomical form ( marginal adaptation) failure amalgam anatomical form ( secondary caries) failure amalgam anatomical form ( secondary caries) failure or amalgam blue amalgam tattoo composite anatomical form ( contact) failure composite anatomical form ( contour) failure composite anatomical form ( dislodgement) failure composite anatomical form ( fracture ) failure composite anatomical form ( secondary caries) failure composite marginal problem (marginal adaptation) failure composite marginal problem (marginal discoloration) failure composite surface problem ( discoloration) failure composite-amalgum-Py20
4543 images 2 classes
by SCT
465 images 7 classes
269 images 4 classes
148 images 18 classes
bronchiectasis consolidation copd-emphysema costophrenic angle blunting emphysema fluid overload-heart failure granulomatous disease granulomatous disease(肉芽肿性疾病) interstitial lung disease lung cancer lung tumor-tumorlike lesions of the lung mass-nodulenot otherwise specified parenchymal scarring peural thickening peural thickening(胸膜增厚) pleural effusion pneumonia pneumonia(肺炎)
369 images 6 classes