Remove TF1 vs TF2 comparison section, which is no longer relevant

bhky · Jul 19, 2024 · d2a9cdf · d2a9cdf
1 parent 9a4f78e
commit d2a9cdf
Show file tree

Hide file tree

Showing 2 changed files with 0 additions and 23 deletions.
diff --git a/README.md b/README.md
@@ -252,26 +252,3 @@ This implementation provides the following preprocessing options.
   - Convert to a NumPy image.
   - Swap the colour channels to BGR.
   - Subtract the training dataset mean value of each channel: `[104, 117, 123]`.
-
-## Comparison
-
-Using 521 private test images, the NSFW probabilities given by 
-three different settings are compared:
-- [TensorFlow 1 implementation](https://github.com/mdietrichstein/tensorflow-open_nsfw) with `YAHOO` preprocessing.
-- Keras implementation with `YAHOO` preprocessing.
-- Keras implementation with `SIMPLE` preprocessing.
-
-The following figure shows the result:
-
-![NSFW probabilities comparison](docs/nsfw_probabilities_comparison.png)
-
-The current Keras implementation with `YAHOO` preprocessing
-can totally reproduce the well-tested TensorFlow 1 result, 
-with small floating point errors only.
-
-With `SIMPLE` preprocessing the result is different, where the model tends 
-to give lower probabilities over the current test images.
-
-Note that this comparison does not conclude which preprocessing method is 
-"better", it only shows their discrepancies. However, users that prefer the
-original Yahoo result should go for the default `YAHOO` preprocessing.
diff --git a/docs/nsfw_probabilities_comparison.png b/docs/nsfw_probabilities_comparison.png