Skip to main content

Maixpy GO Mobilenet Transfer learning for Image Classfication

I have created a Colab notebook to perform transfer learning using Mobilenetv1 and then converts the model from h5 to tflite and then to kmodel. The kmodel file can be downloaded the Maixpy Go for realtime image classification.

The youtube video for the flower classification can be found here.

Labels:

Comments

  1. UnknownJuly 21, 2019 at 8:40 AM

    Hi,

    Thank you very much for posting such a good example. Your example was really helpful since I had been struggled to convert from a Keras model. I went through and could create a kmodel successfully.

    Thanks,
    Shigeru

    ReplyDelete
  2. gheesungJuly 21, 2019 at 9:55 PM

    You're welcome. I have created a thread in Maixpy bbs.

    ReplyDelete
  3. UnknownOctober 21, 2021 at 10:38 AM

    I tried to run, it runs but when I put it to identify the flower I get the following error:
    IndexError: list index out of range

    ReplyDelete
  4. UnknownOctober 21, 2021 at 10:42 AM

    help run mobilenet in maxduino
    hello, i'm doing some academic work and i saw your example of sorting flowers with mobilenet.

    I tried to run, it runs but when I put it to identify the flower I get the following error:
    IndexError: list index out of range.
    maybe I got it wrong in the txt file generation. Would you help me?

    ReplyDelete
  5. TrendspickerstoreDecember 11, 2024 at 1:14 AM


    Explore Allmacworld for the best Mac apps, software reviews, and tech insights. Simplify your Mac experience with expert guides, exclusive downloads, and reliable updates tailored for all users.

    ReplyDelete

Post a Comment

Popular posts from this blog

Using ESP-Link transparent bridge (ESP-01 and Arduino Pro Mini)

Recently stumbled across an interesting open source project ESP-Link . Its main purpose is to network-enable a non-network microcontroller (MCU) such as Arduino Uno, Pro mini or Nano using ESP8266. The author termed it as "Transparent Bridge". The ESP and MCU  communicate via the serial link and there is a companion Arduino library EL-Client  for the MCU to connect up the network using MQTT, REST, TCP and UDP. Setup I have put together an ESP-01 and an Arduino Pro Mini for this experiment. I have chosen a 3.3 version Pro mini so that I do not need to do any voltage level shifting between the I/O pins. In order to have a stable voltage source, the ESP8266 is powered by Pro Mini and the Pro Mini "RAW" pin is connected to a 5v USB power source. The RAW pin can take voltage up to 12V. The reset pin of Pro Mini is connected to GPIO 0 of ESP-01. This enables the ESP-01 to reset the Pro Mini.   I have linked up an APDS 9960 sensor to it and periodically se...
2 comments
Read more

Using ESP-Link transparent bridge (ATmega2560+ESP8266 board)

I have found this interesting board selling on Aliexpress website. It is an Arduino Mega 2650 with a built-in ESP8266 which allows the Mega to connect to wifi. This board has cut down a lot of wiring and bring out interesting possibilities. One of this is to connect up both the microcontrollers using ESP-link firmware. I have an earlier blog post  that described how to wire up an ESP-01 and Arduino Pro Mini. One of the tricky parts in this setup is the sequence of flashing the ESP firmware. Flashing the onboard ESP8266 requires some setting changes to the dip switches. The following are the sequences which I get both the microcontrollers to talk to each other. Set the jumper 5,6,7 to ON and the rest OFF. This will set the ESP to update mode. I am using version 3.0.14  and flashed the ESP using the following parameters: esptool --port com26 --baud 230400 write_flash -fm dio -fs 4MB -ff 80m 0x0 boot_v1.6.bin 0x1000 user1.bin 0x3fc000 esp_init_data_defa...
2 comments
Read more

DIY Sonoff RF Bridge

Tasmota recently supported the RF bridge by iTead which allowed for RF 433 remote devices to be controlled/controlling using Sonoff products. e.g A handphone can be used to control a remote RF device or an RF remote control can use to control a WIFI enabled device. By using Tasmota, I can control the device using MQTT. This idea fits exactly to my smart home plan. Here is the schematic: I cheated a bit by having ESP01 mounted on a breakout board. This breakout board converts all the external pins to 5v which simplified the wiring and I do not need to use a voltage level shifter. Moreover, the Arduino 3.3v power does not have enough current to power the ESP reliably and I have to power it via the 5V from Arduino Uno. Next, I used an Arduino Uno prototype shield with a tiny breadboard to hold all the components together. For the RF 433 transmitter/receiver, I am using the development kits when I purchased the all-in-one Arduino development kits. An antenna is added for m...
3 comments
Read more