ONNX Model Zoo

louisJLN/yolo8-fashionpedia

By louisJLN · ↓ 0 · ♥ 1 · Updated 2025-03-23

What's in this repo

This page lists the files in louisJLN/yolo8-fashionpedia, including yolov8n-fashionpedia-1.onnx, yolov8s-fashionpedia-1.onnx.

  • 2 ONNX models (.onnx files)
  • 45 files, including 14 .jpg, 12 .png, 4 .ipynb, 3 .md, 3 .py, 3 .torchscript
  • Last updated 2025-03-23

ONNX files

File Size Download
results/yolov8n-fashionpedia-1.onnx — Download
results/yolov8s-fashionpedia-1.onnx — Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

Yolo 8 trained on Fashionpedia dataset

This was originally developed for a second hand startup vetement.ai that generated product sheets from pictures.
LLVM such as Mistral or ChatGPT are now better and more cost effective. Inference example

Model Details

YOLO8 with size S and N finetunned. It was a head traning then a full training for each size.

Model Description

Uses

Ultralytics YOLO8

Training Details

Training Data

It was trained on Fashionpedia dataset

Training Procedure

It was trained ~10 hours on a 4070 Ti SUPER

Preprocessing

No modification, just format conversion.

Training Hyperparameters

Default

Contact

ai@vetement.ai

Model info

onnx clothes second hand fashion repair tshirt fashionpedia pants socks shoes dress
↓ 0 ♥ 1

Created: 2025-03-23

Updated: 2025-03-23

View on Hugging Face

Files (45)

.gitattributes
README.md
dataset-export-yolo.ipynb
dataset-stats.ipynb
export_prediction_to_label_studio.py
fashionpedia.yaml
results/training-metrics/F1_curve.png
results/training-metrics/PR_curve.png
results/training-metrics/P_curve.png
results/training-metrics/R_curve.png
results/training-metrics/args.yaml
results/training-metrics/confusion_matrix.png
results/training-metrics/confusion_matrix_normalized.png
results/training-metrics/labels.jpg
results/training-metrics/labels_correlogram.jpg
results/training-metrics/results.csv
results/training-metrics/results.png
results/training-metrics/train_batch0.jpg
results/training-metrics/train_batch1.jpg
results/training-metrics/train_batch2.jpg
results/training-metrics/train_batch270940.jpg
results/training-metrics/train_batch270941.jpg
results/training-metrics/train_batch270942.jpg
results/training-metrics/val_batch0_labels.jpg
results/training-metrics/val_batch0_pred.jpg
results/training-metrics/val_batch1_labels.jpg
results/training-metrics/val_batch1_pred.jpg
results/training-metrics/val_batch2_labels.jpg
results/training-metrics/val_batch2_pred.jpg
results/yolov8n-fashionpedia-1.onnx ONNX
results/yolov8n-fashionpedia-1.torchscript
results/yolov8s-fashionpedia-1.onnx ONNX
results/yolov8s-fashionpedia-1.torchscript
results/yolovn8-fashionpedia-1.md
results/yolovs8-fashionpedia-1.md
shared/describe_clothes.py
shared/yolov8n-fashionpedia-1.torchscript
test/courte.png
test/longue.png
test/rayure.png
test/sans-manche.png
test/test_shared.py
test/trois-quart.png
yolo8-pre-annotate.ipynb
yolo8.ipynb

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