Deep Learning Waste Management App with Gamification

• deep-waste-app

  3 25 6.1 Dart

  Managing waste in fun and easy way with AI ♻️

The source code can be found here (https://github.com/sumn2u/deep-waste-app).

• Pytorch

  340 78,016 10.0 Python

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  

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

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• trashnet

  2 544 1.8 Lua

  Dataset of images of trash; Torch-based CNN for garbage image classification

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

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