marco-willi

camera-trap-classifier

Automatically identify animals in camera trap images by training a deep neural network.

camera-trap-data-pipeline

code to process camera trap images from the camera to classified data

tf-estimator-cnn

Tensorflow's Estimator & Dataset APIs for training CNNs

CitSci2017_TensorflowRetrainer

CitSci2017 Conference Create Together Day - Project to use Tensorflow to train a model & use it in wq app

awesome-deep-ecology

A curated list of deep learning resources for ecology

deep_learning_for_camera_trap_images

This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained on the Snapshot Serengeti dataset.

hco-experiments

AMLD-2022-Visual-Disinformation

Applied Machine Learning Days 2022 Repository for the Workshop "Visual Disinformation and the Dark Side of Internet Memes"

camera-trap-classifier-publication-code

Code used in the study: Identifying Animal Species in Camera Trap Images using Deep Learning and Citizen Science

camtrap_classifier

Classifier for camera trap images to identify animal species

cas-dl-compvis-exercises-ss2024

Exercises for CAS DL - Computer Vision with Deep Learning

cas-dl-compvis-lectures-hs2024

Lecture notes for Computer Vision mit Deep Learning

CNN_Workshop

CNN Workshop, simple examples and visualizations

coding_the_matrix

Exercises from the Book "Coding the Matrix" by P.Klein

crowdsourcing

Crowdsourcing tools to construct datasets.

Data-digging

Scripts and such for data management, analysis, visualization, etc.

elasticsearch_example

Example of using Elasticsearch, Kibana and Python with Docker to get, store and analyze news articles

hidden-mnist

Implementation of HiDDeN: Hiding messages in images of MNIST

HiDDeN-tensorflow

Implementation of HiDDeN in Tensorflow

hualos

Keras Total Visualization project

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

keras-resnet

Residual networks implementation using Keras-1.0 functional API

machine-learning-template-repo

Machine Learning Template Repository

tf_serving_flask_app

Creation of REST API for TensorFlow models hosted by TensorFlow Serving

twitter_feed