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facebookresearch / Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Apache License 2.0
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color-based classification #959

Open ccssmania opened 4 years ago

ccssmania commented 4 years ago

At first thank you so much, detectron was so useful in previous researches.

Now I'm teaming up in a research project, as part of my master's degree thesis, which consists in categorize and classify an avocado on differents scales of maturity, the previous approach was only taking the mean of RGB and check it in the scale. Now we have a dataset in COCO annotations in which each class corresponds to a maturity scale level. But all the images are avocados with different colors and textures just classified by maturity in COCO Annotations.

I will appreciate any response.

ccssmania commented 4 years ago

The question is, is it possible to train a model in detectron using a dataset of only avocados but characterized by maturity?. in other words, class 1 is gonna be green avocados and class 2 is gonna be matured avocados. The main difference between those classes is the color. Then the response that I want, is an object detection with those classes. I don't know if is that possible, sorry if I'm not clear.