pawlo2013/Cars196_dino3s

---
dataset: Cars196
model_version: "dino3"
model_size: "s"
finetuned: False
convnext: False
tags:
- faiss
- metric-learning
- Cars196
- dino3
---

# FAISS Index and Results for Cars196_dino3s

This dataset repository contains the FAISS index, mapping CSV, and evaluation results
for a DINOv3 (s) model, evaluated on the Cars196 dataset.

* **Dataset:** `Cars196`
* **DINO Version:** `3`
* **DINO Size:** `s`
* **Fine-tuned:** `False`
* **ConvNext (DINOv3):** `False`

## Files
* `faiss_index.bin`: The FAISS `IndexFlatIP` index. Embeddings are L2-normalized.
* `faiss_index_mapping.csv`: A CSV file mapping the FAISS index (row number) to the original file path, split, and label.
* `results.txt`: The raw text file containing evaluation metrics (Precision@1, MAP@R, etc.) from the main script.

## Usage
You can load the index and mapping to perform your own similarity searches.

---
dataset: Cars196
model_version: "dino3"
model_size: "s"
finetuned: False
convnext: False
tags:
- faiss
- metric-learning
- Cars196
- dino3
---

# Cars196_dino3s的FAISS索引与结果

本数据集仓库包含基于Cars196数据集评估的DINOv3（s）模型的FAISS索引、映射CSV文件及评估结果。

* **数据集：** `Cars196`
* **DINO版本：** `3`
* **DINO尺寸：** `s`
* **微调：** `False`
* **ConvNext（DINOv3）：** `False`

## 文件
* `faiss_index.bin`：FAISS的`IndexFlatIP`索引，嵌入已进行L2归一化。
* `faiss_index_mapping.csv`：CSV文件，用于将FAISS索引（行号）映射至原始文件路径、拆分（split）及标签。
* `results.txt`：原始文本文件，包含主脚本生成的评估指标（Precision@1、MAP@R等）。

## 使用方法
您可加载索引与映射文件以执行自定义相似性搜索。