James's repositories
keras_generator_example
An example of a Keras generator which reads videos and labels using a directory format
BARD-labeller
Python app for labelling ECG text files exported from the BARD EP system
Exercise-tolerance-testing
Semi-automated analysis of QRS duration and ST segments from COSMED reports
APAYN-Inference
Inference for "anatomy pics are all you need"
Coronary-physiology
Semi-automated coronary physiology analysis
efficientdet-p
A probabilistic EfficientDet
Epsilon-heatmap
Automated data extraction from proprietary stress echo heatmaps
keras-contrib
Keras community contributions
mlp_language_classifier
A multilayer perceptron which uses wordlists to learn to classify words as coming from a certain language. Includes a GUI to visualise neuron activity.
onnx
Open standard for machine learning interoperability
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
T1T2_labeller
Labelling software for joint T1 and T2 maps
T1T2_training
Training and testing code for the T1T2 mapping paper
two-stream-action-recognition-keras
Two-stream cnn models for action recognition on the UCF-101 dataset
ultralytics
YOLOv8 with confidence loss
yolov5
yolov5 with confidence