trashnet

Dataset of images of trash; Torch-based CNN for garbage image classification (by garythung)

Trashnet Alternatives

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trashnet reviews and mentions

Posts with mentions or reviews of trashnet. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-06.
  • Deep Learning Waste Management App with Gamification
    3 projects | /r/deeplearning | 6 Apr 2023
    Torch and Keras provide the pre-trained models DenseNet121 and MobileNet, respectively, which we utilize for our image recognition models. These models were initially trained on ImageNet. We then fine-tuned MobileNet using the TrashNet data collection to classify garbage material. Then resultant model are then converted into tflite file, making it accessible for processing in mobile devices
  • NotImplementedError (YOLOv5)
    3 projects | /r/pytorch | 12 Feb 2023
    Iā€™m running it on the trashnet dataset. A labeled version of it. I have trained the model with modified code for 4 epochs and still the above mentioned metrics are 0. When I run it on the CPU tho, with the original code, the metrics starts at pretty reasonable values and goes on an increasing trend.

Stats

Basic trashnet repo stats
2
544
1.8
11 months ago

garythung/trashnet is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of trashnet is Lua.


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