df_enriched.csv

policy_id,image_path,mask_path,label,defect_type,defect_type_full,category,defect_class,defect_description
VISA-0183,capsules/Data/Images/Anomaly/083.JPG,capsules/Data/Masks/Anomaly/083.png,anomaly,bubble,"bubble,discolor,scratch,leak,misshape",capsules,surface,"Bubbles are visible as small, round, air-filled pockets on the surface of the capsule, which can compromise the integrity and appearance of the product. These defects may vary in size and can occur on either the body or the cap of the capsule, potentially leading to leakage or contamination."
VISA-0153,capsules/Data/Images/Anomaly/053.JPG,capsules/Data/Masks/Anomaly/053.png,anomaly,bubble,"bubble,discolor,scratch,leak",capsules,surface,"Bubbles are visible as small, round, air-filled pockets on the surface of the capsule, often resulting in an uneven texture and potential compromise of the capsule's integrity. These defects can vary in size and may lead to issues with sealing and product stability."
VISA-0170,capsules/Data/Images/Anomaly/070.JPG,capsules/Data/Masks/Anomaly/070.png,anomaly,bubble,"bubble,discolor,scratch,leak,misshape",capsules,surface,"Bubbles are visible as small, round, air-filled pockets on the surface of the capsule, which can compromise the integrity and appearance of the product. These defects may vary in size and can occur on either the body or the cap of the capsule, potentially leading to leakage or contamination."
VISA-0145,capsules/Data/Images/Anomaly/045.JPG,capsules/Data/Masks/Anomaly/045.png,anomaly,bubble,"bubble,discolor,scratch,leak",capsules,surface,"Bubbles are visible as small, round, air-filled pockets on the surface of the capsule, often resulting in an uneven texture or sheen that can compromise the integrity and appearance of the product. These defects may vary in size and can occur on any part of the capsule, potentially affecting the seal and overall quality."
VISA-0144,capsules/Data/Images/Anomaly/044.JPG,capsules/Data/Masks/Anomaly/044.png,anomaly,bubble,"bubble,discolor",capsules,surface,"Bubbles are visible as small, round, raised pockets of air trapped within the capsule shell, often resulting in an uneven surface texture and potential compromise of the capsule's integrity. These defects can vary in size and may lead to leakage or contamination of the contents."
VISA-0139,capsules/Data/Images/Anomaly/039.JPG,capsules/Data/Masks/Anomaly/039.png,anomaly,bubble,"bubble,discolor",capsules,surface,"Bubbles are visible as small, raised air pockets on the surface of the capsule, often resulting in an uneven texture and potential compromise of the capsule's integrity. These defects can vary in size and may lead to leakage or contamination if not addressed."
VISA-0122,capsules/Data/Images/Anomaly/022.JPG,capsules/Data/Masks/Anomaly/022.png,anomaly,bubble,bubble,capsules,surface,"Bubbles are visible as small, round, air-filled pockets on the surface of the capsule, often resulting in an uneven texture or sheen that can compromise the integrity and appearance of the product. These defects may vary in size and can occur on any part of the capsule, potentially affecting the seal and overall quality."
VISA-0180,capsules/Data/Images/Anomaly/080.JPG,capsules/Data/Masks/Anomaly/080.png,anomaly,bubble,"bubble,discolor,scratch,leak,misshape",capsules,surface,"Bubbles are visible as small, round, air-filled pockets on the surface of the capsule, often resulting in an uneven texture or sheen that can compromise the integrity and appearance of the product. These defects may vary in size and can occur on any part of the capsule, potentially affecting the seal and overall quality."
VISA-0110,capsules/Data/Images/Anomaly/010.JPG,capsules/Data/Masks/Anomaly/010.png,anomaly,bubble,bubble,capsules,surface,"Bubbles are visible as small, round, air-filled pockets on the surface of the capsule, often resulting in an uneven texture or sheen that can compromise the integrity and appearance of the product. These defects may vary in size and can occur on any part of the capsule, potentially affecting the seal and overall quality."
VISA-0100,capsules/Data/Images/Anomaly/000.JPG,capsules/Data/Masks/Anomaly/000.png,anomaly,bubble,bubble,capsules,surface,"Bubbles are visible as small, round, air-filled pockets on the surface of the capsule, often resulting in an uneven texture and potential compromise of the capsule's integrity. These defects can vary in size and may lead to issues with sealing and product stability."
VISA-0283,cashew/Data/Images/Anomaly/083.JPG,cashew/Data/Masks/Anomaly/083.png,anomaly,small scratches,small scratches,cashew,surface,"Small scratches on cashews appear as fine, shallow lines or abrasions on the surface of the nuts, which may affect their visual appeal but do not compromise their taste or edibility. These scratches can vary in length and may be more noticeable on the lighter-colored varieties of cashews."
VISA-0253,cashew/Data/Images/Anomaly/053.JPG,cashew/Data/Masks/Anomaly/053.png,anomaly,same colour spot,same colour spot,cashew,surface,"The ""same colour spot"" defect on cashews appears as small, uniform patches of the same color as the surrounding nut, often indicating areas of discoloration or insufficient roasting. These spots can affect the visual appeal and perceived quality of the product, though they may not impact taste or texture."
VISA-0270,cashew/Data/Images/Anomaly/070.JPG,cashew/Data/Masks/Anomaly/070.png,anomaly,small holes,small holes,cashew,structural,"Small holes in cashews appear as tiny, often irregularly shaped indentations or perforations on the surface of the nuts, which can compromise their visual appeal and indicate potential pest damage or improper processing. These defects may vary in size and can be found scattered across the surface, affecting the overall quality and integrity of the product."
VISA-0245,cashew/Data/Images/Anomaly/045.JPG,cashew/Data/Masks/Anomaly/045.png,anomaly,same colour spot,same colour spot,cashew,surface,"The ""same colour spot"" defect on cashews appears as small, uniform patches of the same color as the surrounding nut, often indicating potential over-roasting or uneven drying. These spots can compromise the visual appeal and perceived quality of the product."
VISA-0244,cashew/Data/Images/Anomaly/044.JPG,cashew/Data/Masks/Anomaly/044.png,anomaly,same colour spot,same colour spot,cashew,surface,"The ""same colour spot"" defect on cashews appears as small, uniform patches of color that match the surrounding nut, often indicating areas of discoloration or insufficient roasting. These spots can compromise the visual appeal and perceived quality of the product."
VISA-0239,cashew/Data/Images/Anomaly/039.JPG,cashew/Data/Masks/Anomaly/039.png,anomaly,small holes,small holes,cashew,structural,"Small holes are tiny, often irregularly shaped punctures found on the surface of cashews, which can compromise the nut's visual appeal and indicate potential pest damage or improper handling during processing. These defects may vary in size and can be scattered across the surface, affecting the overall quality of the product."
VISA-0222,cashew/Data/Images/Anomaly/022.JPG,cashew/Data/Masks/Anomaly/022.png,anomaly,corner or edge breakage,corner or edge breakage,cashew,structural,"Corner or edge breakage in cashews is characterized by visible fractures or chips at the tips or edges of the nuts, resulting in uneven shapes and a compromised appearance that may affect consumer acceptance. This defect can lead to increased fragility and potential for further damage during handling and packaging."
VISA-0280,cashew/Data/Images/Anomaly/080.JPG,cashew/Data/Masks/Anomaly/080.png,anomaly,small scratches,small scratches,cashew,surface,"Small scratches on cashews appear as fine, shallow lines or abrasions on the surface of the nuts, which may affect their visual appeal but do not compromise their edibility or taste. These scratches can vary in length and depth, often resulting from handling or packaging processes."
VISA-0210,cashew/Data/Images/Anomaly/010.JPG,cashew/Data/Masks/Anomaly/010.png,anomaly,burnt,burnt,cashew,structural,"The burnt defect in cashews is characterized by a dark brown to black discoloration on the surface, often accompanied by a bitter or acrid smell, indicating over-roasting or exposure to excessive heat during processing. This defect may also result in a hard, dry texture that detracts from the overall quality and flavor of the nut."
VISA-0200,cashew/Data/Images/Anomaly/000.JPG,cashew/Data/Masks/Anomaly/000.png,anomaly,burnt,"burnt,corner or edge breakage",cashew,structural,"The burnt defect in cashews is characterized by a dark brown to black discoloration on the surface, often accompanied by a bitter or acrid smell, indicating over-roasting or exposure to excessive heat during processing. Affected nuts may also exhibit a dry, brittle texture and an uneven appearance compared to properly roasted cashews."
VISA-0083,pcb1/Data/Images/Anomaly/083.JPG,pcb1/Data/Masks/Anomaly/083.png,anomaly,melt,melt,pcb1,surface,"The melt defect on pcb1 is characterized by localized areas where the solder or PCB material has liquefied, resulting in deformed traces, irregular surface textures, or pooling of solder, often accompanied by discoloration or burnt edges. This defect can compromise electrical connectivity and overall structural integrity."
VISA-0053,pcb1/Data/Images/Anomaly/053.JPG,pcb1/Data/Masks/Anomaly/053.png,anomaly,melt,"melt,scratch,missing",pcb1,surface,"The melt defect on PCB1 is characterized by localized areas where the solder or substrate material has liquefied, resulting in deformed traces, irregular surface textures, and potential short circuits. This defect may appear as shiny, uneven patches or blisters on the board, indicating excessive heat exposure during manufacturing or assembly processes."
VISA-0070,pcb1/Data/Images/Anomaly/070.JPG,pcb1/Data/Masks/Anomaly/070.png,anomaly,melt,melt,pcb1,surface,"The melt defect on PCB1 is characterized by localized areas where the solder has excessively liquefied, resulting in irregular, distorted pads and potential bridging between adjacent traces. This defect may also present as a discolored or burnt appearance around the affected areas, indicating overheating during the soldering process."
VISA-0045,pcb1/Data/Images/Anomaly/045.JPG,pcb1/Data/Masks/Anomaly/045.png,anomaly,missing,missing,pcb1,structural,"The defect is characterized by the absence of one or more components on the PCB, such as resistors, capacitors, or integrated circuits, which can be visually identified by empty pads or solder points that lack the corresponding parts. This missing component can lead to circuit malfunction or failure during operation."
VISA-0044,pcb1/Data/Images/Anomaly/044.JPG,pcb1/Data/Masks/Anomaly/044.png,anomaly,missing,missing,pcb1,structural,"The defect is characterized by the absence of one or more components on the PCB, such as resistors, capacitors, or integrated circuits, which can be visually identified by empty pads or solder points that lack the corresponding parts. This missing component can lead to circuit malfunction or failure during operation."
VISA-0039,pcb1/Data/Images/Anomaly/039.JPG,pcb1/Data/Masks/Anomaly/039.png,anomaly,melt,melt,pcb1,surface,"The melt defect on PCB1 is characterized by localized areas where the solder or substrate material has liquefied, resulting in deformed traces, irregular surface textures, and potential short circuits. This defect may appear as shiny, uneven patches or blisters on the board, indicating excessive heat exposure during manufacturing or assembly processes."
VISA-0022,pcb1/Data/Images/Anomaly/022.JPG,pcb1/Data/Masks/Anomaly/022.png,anomaly,melt,melt,pcb1,surface,"The melt defect on PCB1 is characterized by localized areas where the solder or substrate material has liquefied, resulting in deformed traces, irregular surface textures, and potential short circuits. This defect may appear as shiny, uneven patches or blisters on the board, indicating excessive heat exposure during manufacturing or assembly processes."
VISA-0080,pcb1/Data/Images/Anomaly/080.JPG,pcb1/Data/Masks/Anomaly/080.png,anomaly,melt,"melt,scratch",pcb1,surface,"The melt defect on pcb1 is characterized by localized areas where the solder has excessively liquefied, resulting in irregular, distorted pads and potential bridging between adjacent traces. This defect may also present as a discolored or charred appearance around the affected areas, indicating overheating during the soldering process."
VISA-0010,pcb1/Data/Images/Anomaly/010.JPG,pcb1/Data/Masks/Anomaly/010.png,anomaly,bent,bent,pcb1,surface,"The PCB exhibits a noticeable bend along one or more edges, resulting in an uneven surface that may affect component alignment and soldering integrity. This defect can lead to potential connectivity issues and compromised performance of the assembled product."
VISA-0000,pcb1/Data/Images/Anomaly/000.JPG,pcb1/Data/Masks/Anomaly/000.png,anomaly,bent,bent,pcb1,surface,"The PCB exhibits a noticeable bend along one or more edges, resulting in an uneven surface that may affect component alignment and soldering integrity. This defect can lead to potential connectivity issues and compromised performance of the assembled product."