Frank Gabel's repositories
Deep-Reinforcement-Learning-for-Visual-Object-Tracking-in-Videos
paper implementation for the Machine Learning for Computer Vision lecture
EfficientDet-DeepSORT-Tracker
2D Object Tracking for automated driving using WAYMO data.
Deep-Learning-and-Automated-Driving-Papernotes
notes and key points on ML / DL papers
novelty_detection
Training GANs to find out-of-distribution objects in segmentation maps
image_bbox_slicer
This easy-to-use library splits images and its bounding box annotations into tiles, both into specific sizes and into any arbitrary number of equal parts. It can also resize them, both by specific sizes and by a resizing/scaling factor.
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
chineseocr
yolo3+ocr
cryptoboss_frontend
Frontend of Cryptoboss
CS231n-Assignment-2
My submission of the 2nd assigment for Stanford's CS231n (Convolutional Neural Networks for Visual Recognition)
CycleGAN_OpenStreetMap
Machine Learning Project to learn a mapping between OpenStreetMap maps to satellite images
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
Deep-Learning-Project-Template
A best practice for deep learning project template architecture.
efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
InferSent
InferSent sentence embeddings
MachineLearning-Lecture-project
Data augmentation techniques in classification of noisy images using CNNs
mmcv
OpenMMLab Computer Vision Foundation
mmdetection
OpenMMLab Detection Toolbox and Benchmark
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
objecttracker
Implementation of the paper "Deep Reinforcement Learning for Object Tracking in Videos"
openrouteservice-examples
:books: (Mostly) real-world examples and inspirations to use the full breadth of ORS services and clients
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
Stockfish
UCI chess engine
uni-reports
A repository to store about all of the reports I've written during my CS studies in Heidelberg.
waymo-dataset-viewer
waymo open dataset viewer