| | --- |
| | title: Nsfw Classify |
| | emoji: 🚀 |
| | colorFrom: blue |
| | colorTo: gray |
| | sdk: gradio |
| | sdk_version: 3.5 |
| | app_file: app.py |
| | pinned: false |
| | --- |
| | |
| | 模型数据集来自https://github.com/alex000kim/nsfw_data_scraper |
| | 同时我还自己爬取了将近10g的资料集。预训练resnet18在训练集上跑到95% acc便停止训练，因为本身数据集噪音较大，acc过高可能出现过拟合。 |
| | 下面是摘选自原数据集对各个标签的定义： |
| | porn - pornography images |
| | hentai - hentai images, but also includes pornographic drawings |
| | sexy - sexually explicit images, but not pornography. Think nude photos, playboy, bikini, etc. |
| | neutral - safe for work neutral images of everyday things and people |
| | drawings - safe for work drawings (including anime) |
