Alexey comments

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Alexey

Are there any examples of how to use caffe-fast-rcnn in C++?

I join a question. **1** Is there enough will get exactly the same way as an array as here? https://github.com/rbgirshick/caffe-fast-rcnn/blob/0dcd397b29507b8314e252e850518c5695efbb83/examples/cpp_classification/classification.cpp#L164 ``` Blob* output_layer = net_->output_blobs()[0]; const float* begin = output_layer->cpu_data();...

Why do you get only 61.96% AP50 for YOLOv4-512x512 instead of 64.9% AP50 that I can get by using Darknet?

There seems to be inconsistency in detection using the Darknet and Tensorflow. TF detects fewer objects and with less confidence. It seems to find the reason you need a layer-by-layer...

Inference time based on Hardware (GPU)

What commands did you use to measure inference speed?

Inference time based on Hardware (GPU)

Which models did you compare? YOLOv7 - 161 FPS, 51.2% AP https://github.com/WongKinYiu/yolov7/releases/download/v0.1/yolov7.pt and YOLOv5m6 - 90 FPS, 51.3% AP https://github.com/ultralytics/yolov5/releases/download/v6.1/yolov5m6.pt ? Did you compare both models without NMS? What float...

Inference time based on Hardware (GPU)

I mean what command did you use to measure latency for Inference? So for YOLOv5m `45.4%` AP vs YOLOv7 `51.2%` AP you got: 60ms yolov5m vs 15ms yolov7 : Nvidia...

Small object under 16px detection

Try: `[-1, 1, nn.Upsample, [None, 4, 'nearest']],` https://github.com/WongKinYiu/yolov7/blob/main/cfg/training/yolov7.yaml#L78 `[24, 1, Conv, [256, 1, 1]],` https://github.com/WongKinYiu/yolov7/blob/main/cfg/training/yolov7.yaml#L79 `[11, 1, Conv, [128, 1, 1]],` https://github.com/WongKinYiu/yolov7/blob/main/cfg/training/yolov7.yaml#L93 ----

Small object under 16px detection

Try this cfg file: [yolov7_so.zip](https://github.com/WongKinYiu/yolov7/files/9286658/yolov7_so.zip) ---- I used ``` [-1, 1, nn.Upsample, [None, 4, 'nearest']], [11, 1, Conv, [128, 1, 1]], # route backbone P3 ``` instead of https://github.com/WongKinYiu/yolov7/blob/c14ba0c297b3b5fc0374c917db798c88f9dd226c/cfg/training/yolov7.yaml#L92-L93 ----...