tensorflow-yolov4-tflite

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I trained yolov4 on custom dataset containing two classes for object detection. I then saved the resulting weights to a tensorflow model ( the size of the model was 244.4...

AsmaJegham

Yolov4 quantization and latency

1

After TF Lite quantization the size of Yolov4 tiny model is reduced indeed. But the latency is increasing. For dynamic-range quantization up to 2-3 times. For int8 - up to...

ARooney85

Slow performance with TensorRT on Jetson Xavier NX

4

I converted the yolo v4 model to tensorRT and then ran the demo on the video and got very poor performance, see output below. Running with yolo v4 tiny I...

GOBish

Tensorflow 2.4

5

Doesnt detect anything in tf 2.4.0

erkin98

Saved model gives Poor result (TF framework)

3

I trained YOLOV4-Tiny model over a custom dataset which had three classes. I used main darknet approach:"https://github.com/AlexeyAB/darknet#yolo-v4-in-other-frameworks" in order to train/test the model, and it detects and predicts very well....

hadizand

target[i][0] and target[i][1] are always zero for i=1,2 in train_step (train.py)

2

Thank you for providing this great/useful code! Now I try to make the model learn COCO data with the given weights, "yolov4.weights" and my ultimate goal is to do pruning/quantization...

HirofumiTsuda

ERROR - converting tiny-yolov3 into .tflite int8

1

able to detect with- - python detect.py --weights ./flc_asset/flc-tiny-yolo3-int8.tflite --size 416 --model yolov3 --image 1.jpg --framework tflite but i dont think, int8 running properly. As resulted image name is result.png...

Arfinul

Training from scratch

1

I tried to overfit the model by training it with 1 image (also custom class) to see if the model works. However, the detection result is bad compared to using...

longxvu

For generating label data for e.g. training the network, the COCO label information are translated into YOLO grid cell labels. Doing this, an IOU score was calculated wrongly, mixing up...

limchr

licence plate recognition script

2

Hi, I'm new in android studio so could you help me that how can we add licence_plate_recog.py (https://github.com/Mann1904/Automatic-Number-Plate-Recognition/blob/b54cd57c635bfd123cff5e2ef2a0c6cc06a050ee/license_plate_recognizer.py#L2) on android ?

Hilal-Urun