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Computer Vision (CV) 3D Model Design

CV AI Model Development Practice

CV Image classification model

🔧

Install

>transformers

>datasets

>timm

>accelerate

>evaluate

from transformers

import

>Pipeline

Import pandas as pd

from datasets

import

>Dataset

🔧

Load Model

from transformers

import

> Trainer

> TrainingArguments

TrainingArguments()

Output Directory

Train Batch Size

Num Train Epoch

Report To

Trainer()

model

train_dataset

args

eval_dataset

🔧

PEFT

from transformers

import

> Trainer

> TrainingArguments

TrainingArguments()

Output Directory

Train Batch Size

Num Train Epoch

Report To

Trainer()

model

train_dataset

args

eval_dataset

🔧

Preprocessing

from transformers

import

> Trainer

> TrainingArguments

TrainingArguments()

Output Directory

Train Batch Size

Num Train Epoch

Report To

Trainer()

model

train_dataset

args

eval_dataset

3D Model Designs

Lounge Chair Style One – Draft July 3, 2026

In Progress Pirate Planetesimal Character Models