Paweł Potrykus

Introduce mosaic augmentation

11

Fixes #587 - [x] figure out how to attach mosaic as batch_tfms - [x] implement bbox unaware mosaic - [x] implement bbox safe crop mosaic with scaling - [ ]...

Pytorch lightning examples ignore model.param_groups() which are not effectively passed to the optimizer

4

## 🐛 Bug In tutorials and examples on the website we always show this method of initializing pytorch lightning optimizers: ```python class LightModel(model_type.lightning.ModelAdapter): def configure_optimizers(self): return SGD(self.parameters(), lr=1e-4) ``` So...

Compare performance of various mAP metrics

9

## 🚀 Feature Following the discussion from ice-dev it was suggested to compare different mAP metrics in terms of their performance. So far what we have available: - "default" COCOMetric...

2x to 4x improved symspell performance

2

Hi I run a benchmark over the code and saw that the most expensive calculation was the distance between strings. I propose to use the fastest (to my knowledge) implementation...

Progress bar not displayed in terminal when using wandb logger

1

I've experienced this issue for a while now and got used to it. Google and forum searches didn't yield any results so I decided to share it here. When using...

Default graphs not showing correctly multiple updated values for epoch

10

Hi When working on warm restarts in my experiments I noticed that default comet graphs don't correctly display metric values for overlapping epochs. Eg. when I update some metric values...

Add dataset slicing and fix remove annotations

3

# add dataset slicing This simple PR adds functionality of slicing dataset to return a new sub dataset. This can be used in inference for example like so: ``` infer_dl...

Fix icevision master branch

1

TODO: - [ ] update fridge_efficientdet_model link - [x] reenable mmcv and mmseg tests - [x] update installation script - [ ] update mmsegmentation and mmdet configs (+links) DONE: -...