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Michael Ikehi
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# DS Task: Tag Scan System
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## Project Overview
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DS Task Tag Scan is an AI-powered clothing tag identification and similarity search system that analyzes clothing tag images, identifies brands using computer vision, and finds similar tags from a database. The system uses advanced AI techniques including image embeddings and text similarity to provide accurate tag matching and recommendations.
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## Features
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* **Tag Identification**: Uses computer vision to identify clothing tag brands from images
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* **Text-Based Matching**: Implements TF-IDF and cosine similarity for tag name matching
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* **Image Similarity Search**: Uses CLIP embeddings to find visually similar tag images
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* **Metadata Extraction**: Provides appraisal values, years, and status information for similar tags
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## Tech Stack
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* **Computer Vision**: CLIP or ViT models (free from Hugging Face)
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* **Text Processing**: TF-IDF vectorization and cosine similarity
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* **Backend**: Flask
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* **Image Processing**: Pillow, OpenCV
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* **Data Processing**: Pandas, NumPy, scikit-learn
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## File Structure
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```
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ds_task/
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│-- backend/
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│ │-- app.py # Main Flask application
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│ │-- tag_identification.py # Tag identification using vision models
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│ │-- tag_match.py # Text-based tag matching using TF-IDF
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│ │-- image_similarity.py # CLIP-based image similarity search
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│ │-- config.py # Configuration settings
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│ │-- requirements.txt # Dependencies
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│
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│-- data/
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│ │-- tag_guides_clean.json # Tag database with historical images
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│ │-- expert_data.csv # Expert dataset with tag images and metadata
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│
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│-- docs/
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│ │-- README.md # Project documentation
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│ │-- API_Documentation.md # API details
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│
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│-- .env # Environment variables
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│-- .gitignore # Git ignore file
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│-- LICENSE # License information
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```
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## Setup & Installation
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### 1. Clone the Repository
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```bash
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git clone <repository-url>
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cd ds_task
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```
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### 2. Set Up the Backend
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```bash
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cd backend
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pip install -r requirements.txt
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python app.py
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```
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## Tag Scan Workflow
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The system processes clothing tag images through several stages:
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1. **Image Upload**: Receive tag image URL
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2. **Tag Identification**: Use vision model to identify brand/tag
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3. **Text Matching**: Match identified tag against database using TF-IDF
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4. **Similarity Search**: Find similar images using CLIP embeddings
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5. **Result Aggregation**: Return similar images with metadata
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### **Example Tag Identification Code (Python)**
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```python
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from transformers import CLIPProcessor, CLIPModel
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import torch
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def identify_tag(image_url):
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model = CLIPModel.from_pretrained("openai/clip-vit-base-patch16")
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processor = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch16")
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# Process image and get embeddings
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image = load_image(image_url)
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inputs = processor(images=image, return_tensors="pt")
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image_features = model.get_image_features(**inputs)
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# Compare with tag database
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return find_best_match(image_features)
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```
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## API Endpoints
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* `POST /get_tag`: Upload image URL and get similar tag images with metadata
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* `GET /status`: Health check endpoint
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### Example Request
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```json
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{
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"image_url": "https://example.com/tag_image.jpg"
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}
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```
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### Example Response
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```json
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{
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"results": [
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{
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"tag": "Jerzees T-Shirt Tags",
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"year_start": "1985",
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"year_end": "1998"
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},
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{
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"similar_images": ["url1", "url2"],
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"appraisal_value": [150.0, 75.0],
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"years": ["1998", "1997"],
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"status": ["public", "private"]
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}
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]
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}
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```
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## Key Implementation Tasks
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1. **Tag Identification**: Implement vision-based tag recognition using free models
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2. **Text Matching**: Use TF-IDF and cosine similarity for tag matching
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3. **Image Similarity**: Implement CLIP-based image embedding and search
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4. **Data Processing**: Handle image downloads and metadata extraction
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5. **API Design**: Create clean Flask endpoints with proper error handling
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## Data Sources
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* `tag_guides_clean.json`: Contains tag information with historical images and year ranges
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* `expert_data.csv`: Contains tag images with appraisal values, status, and metadata
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## Vision Model Options
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You can use any of these free models from Hugging Face:
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- CLIP (image-text matching)
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- ViT (image classification)
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- EasyOCR (text extraction)
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- ResNet (image classification)
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All models are available for free.
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{
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"success": true,
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"tag_guides": [
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{
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"id": 1,
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"name": "Alstyle Apparel & Activewear T-Shirt Tags",
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"year_start": "1995",
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"year_end": "2006",
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"category": null,
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"brand_id": null,
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"status": 1,
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"created_at": "2024-12-09T16:55:26.000Z",
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"updated_at": "2024-12-09T16:55:26.000Z",
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"images_and_years": "https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-1.jpg==1995;;https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-2.jpg==1997;;https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-3.jpg==1998;;https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-4.jpg==1999;;https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-5.jpg==2000;;https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-6.jpg==2002;;https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-7.jpg==2006;;https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-8.jpg==-",
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"images": [
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||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-1.jpg",
|
||||
"year": "1995"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-2.jpg",
|
||||
"year": "1997"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-3.jpg",
|
||||
"year": "1998"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-4.jpg",
|
||||
"year": "1999"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-5.jpg",
|
||||
"year": "2000"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-6.jpg",
|
||||
"year": "2002"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-7.jpg",
|
||||
"year": "2006"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/alstyle/alstyle-8.jpg",
|
||||
"year": "-"
|
||||
}
|
||||
]
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||||
},
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||||
{
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||||
"id": 2,
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||||
"name": "Anvil T-Shirt Tags",
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||||
"year_start": "1989",
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||||
"year_end": "2007",
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||||
"category": null,
|
||||
"brand_id": 69,
|
||||
"status": 1,
|
||||
"created_at": "2024-12-09T13:13:02.000Z",
|
||||
"updated_at": "2024-12-09T13:13:02.000Z",
|
||||
"images_and_years": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-1.jpg==1989-1993;;https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-2.jpg==1991-1997;;https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-3.jpg==1992-1999;;https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-4.jpg==1993-1994;;https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-5.jpg==1994-1996;;https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-6.jpg==1994-1997;;https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-7.jpg==1995-1999;;https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-8.jpg==1996-2004;;https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-9.jpg==1994;;https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-10.jpg==1996;;https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-11.jpg==1998",
|
||||
"images": [
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-1.jpg",
|
||||
"year": "1989-1993"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-2.jpg",
|
||||
"year": "1991-1997"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-3.jpg",
|
||||
"year": "1992-1999"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-4.jpg",
|
||||
"year": "1993-1994"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-5.jpg",
|
||||
"year": "1994-1996"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-6.jpg",
|
||||
"year": "1994-1997"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-7.jpg",
|
||||
"year": "1995-1999"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-8.jpg",
|
||||
"year": "1996-1998"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-9.jpg",
|
||||
"year": "1994"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-10.jpg",
|
||||
"year": "1996"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/anvil/anvil-11.jpg",
|
||||
"year": "1998"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": 3,
|
||||
"name": "Ched and Anvil T-Shirt Tags",
|
||||
"year_start": "1976",
|
||||
"year_end": "1988",
|
||||
"category": null,
|
||||
"brand_id": 212,
|
||||
"status": 1,
|
||||
"created_at": "2024-12-10T13:21:49.000Z",
|
||||
"updated_at": "2024-12-10T13:21:49.000Z",
|
||||
"images_and_years": "https://s3.amazonaws.com/com.images.legiteem8/ched/ched-1.jpg==1976-1977;;https://s3.amazonaws.com/com.images.legiteem8/ched/ched-2.jpg==1976-1979;;https://s3.amazonaws.com/com.images.legiteem8/ched/ched-3.jpg==1979-1988;;https://s3.amazonaws.com/com.images.legiteem8/ched/ched-4.jpg==1984-1988;;https://s3.amazonaws.com/com.images.legiteem8/ched/ched-5.jpg==1976-1985;;https://s3.amazonaws.com/com.images.legiteem8/ched/ched-6.jpg==1979-1983;;https://s3.amazonaws.com/com.images.legiteem8/ched/ched-7.jpg==1985-1989;;https://s3.amazonaws.com/com.images.legiteem8/ched/ched-8.jpg==1986-1990;;https://s3.amazonaws.com/com.images.legiteem8/ched/ched-9.jpg==1988-1990",
|
||||
"images": [
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/ched/ched-1.jpg",
|
||||
"year": "1976-1977"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/ched/ched-2.jpg",
|
||||
"year": "1976-1979"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/ched/ched-3.jpg",
|
||||
"year": "1979-1988"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/ched/ched-4.jpg",
|
||||
"year": "1976-1985"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/ched/ched-5.jpg",
|
||||
"year": "1979-1983"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/ched/ched-6.jpg",
|
||||
"year": "1984-1988"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/ched/ched-7.jpg",
|
||||
"year": "1985-1989"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/ched/ched-8.jpg",
|
||||
"year": "1986-1990"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/ched/ched-9.jpg",
|
||||
"year": "1988-1990"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": 4,
|
||||
"name": "Delta T-Shirt Tags",
|
||||
"year_start": "1988",
|
||||
"year_end": "2014",
|
||||
"category": null,
|
||||
"brand_id": null,
|
||||
"status": 1,
|
||||
"created_at": "2024-12-10T13:22:19.000Z",
|
||||
"updated_at": "2024-12-10T13:22:19.000Z",
|
||||
"images_and_years": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-1.jpg==1988;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-2.jpg==1988;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-3.jpg==1991;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-4.jpg==1993;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-5.jpg==1996;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-6.jpg==1996;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-7.jpg==2001;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-8.jpg==2002;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-9.jpg==2002;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-10.jpg==2004;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-11.jpg==2004;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-12.jpg==2009;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-13.jpg==2009;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-14.jpg==2013;;https://s3.amazonaws.com/com.images.legiteem8/delta/delta-15.jpg==2013",
|
||||
"images": [
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-1.jpg",
|
||||
"year": "1988"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-2.jpg",
|
||||
"year": "1988"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-3.jpg",
|
||||
"year": "1991"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-4.jpg",
|
||||
"year": "1993"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-5.jpg",
|
||||
"year": "1996"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-6.jpg",
|
||||
"year": "1996"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-7.jpg",
|
||||
"year": "2001"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-8.jpg",
|
||||
"year": "2002"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-9.jpg",
|
||||
"year": "2004"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-10.jpg",
|
||||
"year": "2002"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-11.jpg",
|
||||
"year": "2002"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-12.jpg",
|
||||
"year": "2004"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-13.jpg",
|
||||
"year": "2004"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-14.jpg",
|
||||
"year": "-"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/delta/delta-15.jpg",
|
||||
"year": "2009"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": 5,
|
||||
"name": "Fruit of the Loom ",
|
||||
"year_start": "1970",
|
||||
"year_end": "1998",
|
||||
"category": null,
|
||||
"brand_id": 396,
|
||||
"status": 1,
|
||||
"created_at": "2024-12-10T13:22:52.000Z",
|
||||
"updated_at": "2024-12-10T13:22:52.000Z",
|
||||
"images_and_years": null,
|
||||
"images": []
|
||||
},
|
||||
{
|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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|
||||
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||||
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||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/gildan/gildan-5.jpg",
|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/oneita/oneita-4.jpg",
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||||
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|
||||
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|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/oneita/oneita-5.jpg",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"year_end": "1994",
|
||||
"category": null,
|
||||
"brand_id": null,
|
||||
"status": 1,
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stars/stars-1.jpg",
|
||||
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|
||||
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|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stars/stars-2.jpg",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stars/stars-4.jpg",
|
||||
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|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stars/stars-5.jpg",
|
||||
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|
||||
},
|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stars/stars-6.jpg",
|
||||
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|
||||
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|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stars/stars-7.jpg",
|
||||
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|
||||
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|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stars/stars-8.jpg",
|
||||
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|
||||
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|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stars/stars-9.jpg",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"id": 12,
|
||||
"name": "Signal T-Shirt Tags",
|
||||
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|
||||
"year_end": "1994",
|
||||
"category": null,
|
||||
"brand_id": null,
|
||||
"status": 1,
|
||||
"created_at": "2024-12-10T13:27:40.000Z",
|
||||
"updated_at": "2024-12-10T13:27:40.000Z",
|
||||
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|
||||
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|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/signal/signal-1.jpg",
|
||||
"year": "1977"
|
||||
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|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/signal/signal-2.jpg",
|
||||
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|
||||
},
|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/signal/signal-3.jpg",
|
||||
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|
||||
},
|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/signal/signal-4.jpg",
|
||||
"year": "1994"
|
||||
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|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/signal/signal-5.jpg",
|
||||
"year": "1984"
|
||||
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|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/signal/signal-6.jpg",
|
||||
"year": "1991"
|
||||
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|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/signal/signal-7.jpg",
|
||||
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|
||||
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|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/signal/signal-8.jpg",
|
||||
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|
||||
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|
||||
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|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/signal/signal-9.jpg",
|
||||
"year": "1994"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": 13,
|
||||
"name": "Sportswear T-Shirt Tags",
|
||||
"year_start": "1968",
|
||||
"year_end": "1990",
|
||||
"category": null,
|
||||
"brand_id": null,
|
||||
"status": 1,
|
||||
"created_at": "2024-12-10T13:28:06.000Z",
|
||||
"updated_at": "2024-12-10T13:28:06.000Z",
|
||||
"images_and_years": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-1.jpg==1968;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-2.jpg==1974;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-3.jpg==1975;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-4.jpg==1978;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-5.jpg==1978;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-6.jpg==1980;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-7.jpg==1980;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-8.jpg==1981;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-9.jpg==1981;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-10.jpg==1982;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-11.jpg==1983;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-12.jpg==1984;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-13.jpg==1984;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-14.jpg==1985;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-15.jpg==1985;;https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-16.jpg==1990",
|
||||
"images": [
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-1.jpg",
|
||||
"year": "1981"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-2.jpg",
|
||||
"year": "1982"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-3.jpg",
|
||||
"year": "1983"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-4.jpg",
|
||||
"year": "1984"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-5.jpg",
|
||||
"year": "1984"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-6.jpg",
|
||||
"year": "1985"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-7.jpg",
|
||||
"year": "1985"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-8.jpg",
|
||||
"year": "1990"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-9.jpg",
|
||||
"year": "1981"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-10.jpg",
|
||||
"year": "1968"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-11.jpg",
|
||||
"year": "1974"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-12.jpg",
|
||||
"year": "1975"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-13.jpg",
|
||||
"year": "1978"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-14.jpg",
|
||||
"year": "1978"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-15.jpg",
|
||||
"year": "1980"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/sportswear/sportswear-16.jpg",
|
||||
"year": "1980"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": 14,
|
||||
"name": "Stedman & Hi Cru T-Shirt Tags ",
|
||||
"year_start": "1971",
|
||||
"year_end": "1997",
|
||||
"category": null,
|
||||
"brand_id": null,
|
||||
"status": 1,
|
||||
"created_at": "2024-12-10T13:28:36.000Z",
|
||||
"updated_at": "2024-12-10T13:28:36.000Z",
|
||||
"images_and_years": "https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-1.jpg==1971;;https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-2.jpg==1974;;https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-3.jpg==1977;;https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-4.jpg==1978;;https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-5.jpg==1981;;https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-6.jpg==1985;;https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-7.jpg==1988;;https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-8.jpg==1989;;https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-9.jpg==1990",
|
||||
"images": [
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-1.jpg",
|
||||
"year": "1971"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-2.jpg",
|
||||
"year": "1974"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-3.jpg",
|
||||
"year": "1977"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-4.jpg",
|
||||
"year": "1978"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-5.jpg",
|
||||
"year": "1981"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-6.jpg",
|
||||
"year": "1985"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-7.jpg",
|
||||
"year": "1988"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-8.jpg",
|
||||
"year": "1989"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/stedman/stedman-9.jpg",
|
||||
"year": "1997"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": 15,
|
||||
"name": "Tennessee River T-Shirt Tags",
|
||||
"year_start": "1984",
|
||||
"year_end": "2010",
|
||||
"category": null,
|
||||
"brand_id": null,
|
||||
"status": 1,
|
||||
"created_at": "2024-12-10T13:29:19.000Z",
|
||||
"updated_at": "2024-12-10T13:29:19.000Z",
|
||||
"images_and_years": "https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-1.jpg==1984-1992;;https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-2.jpg==1988-1993;;https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-3.jpg==1988-1994;;https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-4.jpg==1993-1998;;https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-5.jpg==1993-2000;;https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-6.jpg==1997-2001;;https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-7.jpg==1999-2001;;https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-8.jpg==2000-2010",
|
||||
"images": [
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-1.jpg",
|
||||
"year": "1984-1992"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-2.jpg",
|
||||
"year": "1988-1993"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-3.jpg",
|
||||
"year": "1988-1994"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-4.jpg",
|
||||
"year": "1993-2000"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-5.jpg",
|
||||
"year": "1993-1998"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-6.jpg",
|
||||
"year": "1997-2001"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-7.jpg",
|
||||
"year": "1999-2001"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/tennessee/tennessee-8.jpg",
|
||||
"year": "2000-2010"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": 16,
|
||||
"name": "Wild Oats T-Shirt Tags ",
|
||||
"year_start": "1984",
|
||||
"year_end": "1997",
|
||||
"category": null,
|
||||
"brand_id": null,
|
||||
"status": 1,
|
||||
"created_at": "2024-12-10T13:29:51.000Z",
|
||||
"updated_at": "2024-12-10T13:29:51.000Z",
|
||||
"images_and_years": "https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-1.jpg==1984;;https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-2.jpg==1990;;https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-3.jpg==1992;;https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-4.jpg==1993;;https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-5.jpg==1995;;https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-6.jpg==1996;;https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-7.jpg==1997;;https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-8.jpg==1997",
|
||||
"images": [
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-1.jpg",
|
||||
"year": "1984"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-2.jpg",
|
||||
"year": "1992"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-3.jpg",
|
||||
"year": "1990"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-4.jpg",
|
||||
"year": "1995"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-5.jpg",
|
||||
"year": "1995"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-6.jpg",
|
||||
"year": "1993"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-7.jpg",
|
||||
"year": "1996"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/wild_oats/wild_oats-8.jpg",
|
||||
"year": "1997"
|
||||
}
|
||||
]
|
||||
},
|
||||
{
|
||||
"id": 17,
|
||||
"name": "Winterland T-Shirt Tags",
|
||||
"year_start": "1982",
|
||||
"year_end": "2002",
|
||||
"category": null,
|
||||
"brand_id": null,
|
||||
"status": 1,
|
||||
"created_at": "2024-12-10T13:30:20.000Z",
|
||||
"updated_at": "2024-12-10T13:30:20.000Z",
|
||||
"images_and_years": "https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-1.jpg==1982-1988;;https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-2.jpg==1987-1992;;https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-3.jpg==1992-1997;;https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-4.jpg==1994-1997;;https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-5.jpg==1997-2001;;https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-6.jpg==1998-2001;;https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-7.jpg==2001-2008;;https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-8.jpg==2005-2008",
|
||||
"images": [
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-1.jpg",
|
||||
"year": "1982-1988"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-2.jpg",
|
||||
"year": "1987-1992"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-3.jpg",
|
||||
"year": "1992-1997"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-4.jpg",
|
||||
"year": "1994-1997"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-5.jpg",
|
||||
"year": "1997-2001"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-6.jpg",
|
||||
"year": "1998-2001"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-7.jpg",
|
||||
"year": "2001-2008"
|
||||
},
|
||||
{
|
||||
"image": "https://s3.amazonaws.com/com.images.legiteem8/winterland/winterland-8.jpg",
|
||||
"year": "2001-2008"
|
||||
}
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
Reference in New Issue
Block a user