NudeNet
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The Classifier Performs way better than the Detector
These are the benchmark accuracy% numbers I ran for different models across versions on a dataset of 10,000 images. The classifier performs way better than the detectors including the latest detector. This dataset consisted of all NSFW images.
@bedapudi6788 Can we please release the updated classifier model as well? Would be very helpful if we can get increased accuracy on it.
Threshold | 0 | 0.2 | 0.4 | 0.5 | 0.6 | 0.7 | 0.75 | 0.8 | 0.85 | 0.9 | 0.95 |
---|---|---|---|---|---|---|---|---|---|---|---|
Nudenet 320m v3.4.2 |
60.6 | 60.6 | 46.58 | 37.77 | 26.33 | 14.3 | 8 | 2.76 | 0.24 | 0.03 | 0 |
NudeNet 640m v3.4.2 |
59.11 | 59.11 | 45.81 | 36.34 | 25.4 | 12.56 | 6.24 | 1.94 | 0.09 | 0 | 0 |
NudeNet Classifier v2.0.9** |
100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 78.06 | 50.75 |
NudeNet Classifier v2.0.9 with FACE Labels |
66.53 | 66.53 | 54.24 | 47.26 | 38.05 | 26.68 | 19.38 | 10.82 | 2.65 | 0.03 | 0 |
NudeNet Detector v2.0.9 |
54.95 | 54.95 | 54.95 | 54.95 | 40.44 | 23.62 | 14.91 | 7.56 | 3.05 | 0.77 | 0.09 |
OpenNSFW v0.14.0 |
100 | 89.47 | 74.97 | 66.66 | 58.21 | 48.27 | 43.06 | 37.5 | 31.46 | 24.73 | 15.97 |
** - The NudeNet Classifier v2.0.9
100% accuracy might be a little biased since we got this data from this model itself.