Comments (1)
victordibia
commented on July 23, 2024
Hi Mona,
Transfer learning for image classification and object detection tasks differ. It seems the flower tutorial you refer to is a classic image classification task, while the hand tracking is an object identification task. I found the stanford cs231n course helpful in building an understanding of these tasks.
Now, regarding training, the work here heavily depends on the Tensorflow Object Detection Api and assumes the reader is familiar with the api. I would suggest running the api code and understanding it.
I also provide provide reference to tutorials I used/followed to do my own "transfer learning". Please see issue #18
Goodluck!
-V.
from handtracking.
Related Issues (20)
- How can I detect hands in Jpg?(panel disappeared & size) HOT 1
- Just sending a note HOT 1
- why some label is not correct?
- Problem while training: zero mAp. HOT 2
- Threading to "improve" visual performance HOT 2
- Help Needed to convert the frozen graph to Tensorflow lite model HOT 4
- Problem with egohands_dataset_clean.py HOT 4
- hand detection
- Is the coordinate position of the detection box upper left corner, lower right corner or upper left corner with width and height?
- How can I use this model in Keras?
- Confusion while generating tf records
- question about frozen_inference_graph.pb
- Oxford hand dataset
- Using the savedmodel in this project for transfer learning in Keras
- Tensorflow Lite-Mobile HOT 3
- Loaded runtime CuDNN library: 7.4.2 but source was compiled with: 7.6.0 HOT 1
- Step-By-Step Tutorial and Requirements
- What's version of tensorflow was used to train model? HOT 1
- How to modify for a url stream?
- How can i use my own model for hand gestures
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from handtracking.