Comments (4)
Uh... For the smaller model, I use the ultra-light version called YoloV4-tiny
. The 250MB size YoloV4 is the full size YoloV4
. As expected, it is impossible to compress a 250MB model to 2-3MB.
https://github.com/PINTO0309/PINTO_model_zoo/tree/master/046_yolov4-tiny
I used the following repository.
https://github.com/bubbliiiing/yolov4-tiny-keras.git
from openvino2tensorflow.
Okey. I will try to do training on yolov4-tiny model and then i will convert .tflite. Thanks for your advice :)
from openvino2tensorflow.
It is not practical to reimplement RegionYolo
in TensorFlow. So let me ask you a few questions in order to find a solution.
- Is it a requirement to train with Darknet? Many YoloV4 implementations of frameworks other than Darknet, such as PyTorch and TensorFlow, have been released.
- Can you try DW2TF? https://github.com/jinyu121/DW2TF
- Can you try tensorflow-yolov4-tflite? https://github.com/hunglc007/tensorflow-yolov4-tflite
- Does your YoloV4 model have any special customization against the official model?
from openvino2tensorflow.
Yes i have to train with Yolov4. The project about an android detection app based on yolov4 and Tensorflow Lite.
I have tried the 2 and 3 repositories but converted tflite files has almost 250MB. So i cant use them on the app. When i saw your repo and gifs, i saw that your tflite size 3-5MB like i want to convert.
I didint any change yolov4 model. Just train my own dataset and classes. I have 32 classes in this case.
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Related Issues (20)
- [Consolidate all YOLOv5 issues] YOLOv5 export error `ValueError: axes don't match array` HOT 6
- While converting openvino (xml) to Tensorflow saved_output_model, getting following error.temp_sorted_tf_edge.append(tf_edges[to_layer][ports.index(str(idx))]) IndexError: list index out of range
- error in converting openvino to tflite HOT 5
- C3D model conversion - Depth of input (112) is not a multiple of input depth of filter (3) for '{{node tf.nn.conv3d/Conv3D}} HOT 2
- Refactoring for use as importable package HOT 3
- ScatterUpdate node issue HOT 1
- whisper openvino to tflite(https://huggingface.co/zhuzilin/whisper-openvino-tiny.en/tree/main) HOT 1
- bug in layer graph construction HOT 1
- KeyError in channel split HOT 3
- Converting a Yolov5 model to tensorflow HOT 1
- conversion of Yolov7-tiny ends with ERROR: axes don't match array HOT 2
- IndexError: list index out of range HOT 2
- Size discrepancy in conversion HOT 1
- "091_gaze-estimation-adas-0002" failed HOT 2
- Layer data type changes during conversion HOT 1
- Unable to convert yolov8 openvino model to tensorflow HOT 1
- Ranks of all input tensors should match: shape[0] = [1,1] vs. shape[1] = [1] [Op:ConcatV2] name: concat HOT 1
- Error of saving json during converting openvino model to tensorflow with parameter --output_weight_and_json HOT 1
- TypeError: cannot pickle 'module' object HOT 1
- Shape did not match HOT 1
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