tensorflow-lite-rest-server

tensorflow-lite-rest-server copied to clipboard

Image classification/"cannot set tensor: got value of type uint8 but expected type float32 for input 0, name: input_1 "

6

I am trying to expose my tflite image classification to web API but I keep getting the error message from fast API which says detail": "cannot set tensor: got value...

Adesoji1

https://github.com/ricardodeazambuja/ALPR-EdgeTPU-RPI0

robmarkcole

See https://github.com/edeltech/tensorflow-lite-on-aws-lambda

robmarkcole

https://blog.tensorflow.org/2022/01/on-device-one-shot-learning-for-image.html

robmarkcole

see https://github.com/ultralytics/yolov5/pull/1127

robmarkcole

Checkout model maker

1

https://www.tensorflow.org/lite/guide/model_maker

robmarkcole

Investigate few shot object det

1

https://github.com/tensorflow/models/blob/master/research/object_detection/colab_tutorials/eager_few_shot_od_training_tflite.ipynb

robmarkcole

https://sqlmodel.tiangolo.com/tutorial/fastapi/simple-hero-api/

robmarkcole

Support Coral USB Accelerator

10

Is the USB stick not supported (Why not?)? Will the (optional?) support come in the future?

Nexulo

Docker build fail on raspberry pi zero w

1

``` Sending build context to Docker daemon 32.21MB Step 1/8 : FROM python:3.7 ---> bce1d0912414 Step 2/8 : EXPOSE 5000 ---> Using cache ---> bd64f5211bc2 Step 3/8 : WORKDIR /app...

smhgit