GantMan / GantMan/nsfw_model

224*224 is not a good idea

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Dominant language
Python
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Description

To be honest, the input should be a vector extracted from the last layer of inceptionv3.

Only in this way, the model can get random sized image information right.

**at the current version, even a woman that not porn, will be tagged as a porn picture with 0.9 confidence...**

![girl](https://user-images.githubusercontent.com/17190829/106340434-bf7a8a80-62d4-11eb-8a3f-cdbe79238552.jpg)

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by reviewing the current 224x224 image-input handling and the InceptionV3 integration. Reproduce the reported false-positive example, then determine whether the model accepts feature vectors from the last InceptionV3 layer and handles randomly sized images without incorrectly assigning high porn confidence.

Written by the indexing model from the issue text.

Assessment

Tech stack
keras, python
Domain
computer-vision, machine-learning
Issue type
Bug
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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