Hassan Bin Haroon

How to improve the performance (mAP) of YOLOV7 on Custom Dataset?

6

We need to **increase the mAP** of our system on **custom dataset**. Kindly suggest some options to increase the accuracy of the model.

Why parametric space label is generated?

3

When we download the dataset, it contains the ground truth. Kindly enlighten **is it necessary** to create parametric space label while creating a **custom dataset**?

Are the images inside the image_log (while training) validation images or train images?

4

Are the images inside the image_log (while training) **unseen images** or training images?

Which training weights are used in test.py latest_net_G.pth, latest_net_D.pth or 195_net_G.pth, 195_net_D.pth?

2

While training, weights are saved after the checkpoint of 5 epochs. Which training weights are used in test.py Kindly enlighten!

Is the YOLOv7 caching feasible for larger datasets (about 200K plus images)?

How to do t-SNE for Feature Visualization on YOLOV7

12

I want to do Feature Visualization on this YOLOV7 after training on my custom dataset. @WongKinYiu @AlexeyAB @taka-wang Kindly guide me how to perform t-SNE Feature Visualization. Thanks!

I installed Python=3.7 and tensorflow=1.13.2. By running the ./train.sh, following error appears. @ckchng @princewang1994 @cs-chan @techkang Kindly enlighten. Thanks 

I have downloaded the Total-Text-Dataset that contains images and ground truths in the form of .txt files. I want to re-train this on Total-Text-Dataset. Kindly advise how do I register...

In the case of confusion matrix calculation, if the model does not predict any bounding box in an image, Does the code handles this case? The Confusion Matrix Computation Code:...

What are the LEAST GPU RAM/Memory Requirements for ControlNet Training?

4

What are the **LEAST** GPU RAM/Memory Requirements for ControlNet Training?