Yolo V4 about deepstack

[johnolafenwa]

Hello @robmarkcole , thanks for sharing this. We are planning to switch to https://github.com/facebookresearch/detr as it is more accurate and can be more optimised to run faster than yolo. The object Detection api will be significantly improved after we integrate this both for the pre trained and custom models. I will make updates for the integration this week. Will be addressing most of the issues in the next few days.

By the way, will take some time to compare the two together, since DETR is anchorless and without need for NMS, it will be significantly easier to train on custom objects.

[robmarkcole]

sounds like a really interesting update, if I can help out let me know, been meaning to get my feet wet with pytorch & ecosystem

[johnolafenwa]

Great to know. Sure, i will reach back with more info on the structure of the existing code to make contributing easier.

[johnolafenwa]

Hello @robmarkcole , I just added the new object detection model. It is significantly more accurate on both day and night images while being fast. Check 34d70ac

Build and test pipelines will soon be added to enable easy testing of this.

You can check the results here.
https://github.com/johnolafenwa/DeepStack/tree/dev/results

Going further, new updates will be structured as PRs that we shall review together.