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berlin

Repo to share documentation and resources from Berlin Hack Evenings

conf2017slides

contoso-chat

This sample has the full End2End process of creating RAG application with Prompt Flow and AI Studio. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD CLI, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

docker-visual-nn

dotfiles

dutc

dutc warm up exercises

hackathon

Silly little cmd line app to add a turd to the forehead of those who visit your keyboard uninvited. Nice to test OpenCV and Dlib working together.

imagehash

A Python Perceptual Image Hashing Module

imglab

To speedup and simplify image labeling/ annotation process with multiple supported formats.

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

lightning-text-classification

Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

ml-on-aws

Created for AI Camp as a playground for AWS-related tasks

models

Models built with TensorFlow

multiling-chat

Building simple multilingual chat web app workshop

neural-artistic-style-transfer

Neural Artistic Style Transfer

oddbits

Collection of mini examples (i.e. to show bugs, to illustrate other concepts).

pydataberlin-2019

This Repository contains the material for my tutorial "Managing the end-to-end machine learning lifecycle with MLFlow" at pyData/pyCon Berlin 2019.

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorchssd

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

smoothingrecursiveyvvgaussianfilter

External module for ITK v4 that implements the Young & Van Vliet recursive gaussian smoothing filter.

squeezedet

A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.

stabilityai-generative-models

Generative Models by Stability AI

transferlearning

Transfer Learning in Computer Vision 101

yolo2-pytorch

YOLOv2 in PyTorch

yolo2_onnx

Convert original YOLO model from Pytorch to Onnx, and do inference using backend Caffe2 or Tensorflow.