damage Computer Vision Project

Forensics

Updated 3 years ago

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Classes (61)
24
32
38
9
C_G_G
C_G_TF
C_H_B
C_H_M
C_L_NF
C_L_SW
C_L_Th
C_M_TF
C_M_Th
G_G
G_H_B
G_H_M
G_L_NF
G_L_Th
G_M_NF
G_M_SW
G_M_Th
G_TF
H_B
H_M
H_NF
H_TF
H_Th
L_NF
L_SW
L_Th
M_NF
M_SW
M_TF
M_Th
N_G_G
N_H_B
N_H_M
N_H_NF
N_H_TF
N_H_Th
N_L_SW
N_L_Th
N_M_NF
N_M_SW
N_M_Th
Nose_RO
Sh_G_G
Sh_H_NF
Sh_H_SW
Sh_H_TF
Sh_H_Th
Sh_L_NF
Sh_L_TF
Sh_M_NF
Sh_M_SW
Sh_M_TF
Sh_M_Th
Shoulder_RO
Unknown
core_ro
no_ro
Description

Here are a few use cases for this project:

  1. Manufacturing Quality Control: The computer vision model could be used in production lines of tools and machinery, such as drill bits, to identify and categorize different types of damages. This would help manufacturers maintain high-quality standards and reduce defective products.

  2. Maintenance and Repair: Technicians could use the model to quickly identify the type of damage on various tools or equipment. Understanding the damage category can guide their repair strategies and maintain the equipment's longevity.

  3. Construction Safety: The "damage" model can be vital in construction sites where it can automatically inspect tools or machinery for any damage. Identifying damages earlier can prevent accidents and improve safety.

  4. Insurance Claim Assessment: Insurance companies can leverage this model to assess and validate claims related to tool or machinery damage. It would make the claim processing faster and more accurate.

  5. Equipment Retailers: Retailers or resellers of used tools and machinery can use the model to assess the condition of their products and set appropriate prices. It could also be a selling point for customers who want to ensure they're buying high-quality, well-maintained equipment.

Supervision

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            damage-tasc8_dataset,
                            title = { damage Dataset },
                            type = { Open Source Dataset },
                            author = { Forensics },
                            howpublished = { \url{ https://universe.roboflow.com/forensics/damage-tasc8 } },
                            url = { https://universe.roboflow.com/forensics/damage-tasc8 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { may },
                            note = { visited on 2024-11-23 },
                            }
                        
                    

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