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AlexSp's Projects

datasciencess20 icon datasciencess20

Course materials for the Data Science class in SS20 at UAS Offenburg

deep_learning_for_camera_trap_images icon deep_learning_for_camera_trap_images

This repo contains an API to classify wildlife animals and builds on code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained on the Snapshot Serengeti dataset.

esi_prod_2020_frontend icon esi_prod_2020_frontend

Frontend React: This project deals with the digitalisation and automation of a fictitious medium-sized production company and has the goal to improve processes and transparency for the customer (company).

esi_prod_2020_lambda icon esi_prod_2020_lambda

Backend: This project deals with the digitalisation and automation of a fictitious medium-sized production company and has the goal to improve processes and transparency for the customer (company).

tensorflow_multigpu_imagenet icon tensorflow_multigpu_imagenet

Tensorflow code for training different architectures(DenseNet, ResNet, AlexNet, GoogLeNet, VGG, NiN) on ImageNet dataset + Multi-GPU support + Transfer Learning support

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