guillaume-chevalier/LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
Jupyter NotebookMIT
Issues
- 1
Can I use this method? I have the coordinates of several key points on the body of a rat, collected using a camera at 30 frames per second. The output is a label for the behavior category.
#47 opened by zhuyuhang4 - 9
Saving & Loading the model
#15 opened by kiritbasu - 1
- 2
issue with builiding of nueral network on the current version of tensorflow
#45 opened by Shahbazmirza1 - 1
- 1
How did you decide the number of hidden layers to be 32. Can you please explain this?
#35 opened by sidharthgurbani - 1
Creating chunks of segments
#43 opened by arilwan - 0
Model application in android
#41 opened by cumtchenchang - 2
LSTM + KNN
#40 opened by robinfays12 - 0
Something about the coordinate of IMU
#39 opened by cc1416619381 - 0
- 2
- 0
Can I use any smartphone sensors to test it?
#36 opened by Zhilibayev - 3
- 0
Clean pipeline using Neuraxle
#33 opened by guillaume-chevalier - 1
Validation on Saved Checkpoint
#31 opened by NaeemKhan333 - 0
fixed-width sliding windows of 2.56 sec and 50% overlap (128 readings/window). could you please explain it little bit more what does it mean and why you want to use it ?
#30 opened by shahid377 - 0
How to know the values of all kind of weights
#29 opened by bacondanbin - 2
live recognition activity
#28 opened by mahdiedst - 0
How to set up number of Epoch
#27 opened by nattafahhm - 0
- 9
Input 'split_dim' of 'Split' Op has type float32 that does not match expected type of int32
#7 opened by zhaishengfu - 0
Why not change correct_pred to exempt one-hot?
#26 opened by KennCoder7 - 3
How to keep the best performance model
#23 opened by JunqiZhao - 2
ValueError: Variable rnn/multi_rnn_cell/cell_0/basic_lstm_cell/kernel already exists
#14 opened by AllenCoder - 13
Changing batch size
#11 opened by srijandas07 - 2
Less data
#21 opened by sraddhanjali - 0
- 3
How to format my own dataset for the RNN?
#20 opened by longtran84 - 1
IndexError when n_classes < 6
#19 opened by seankortschot - 1
Query regarding data collection
#18 opened by thanish - 0
How to use this model
#16 opened by rana3579 - 2
something about video
#12 opened by Twinkle123321 - 4
Big amount of time steps (3072)
#13 opened by ron-weiner - 1
Realtime classification
#10 opened by eighteight - 6
Testing LSTM-Human-Activity-Recognition
#9 opened by sofiafh - 8
Different Performance Using the Current Version of lstm.py with TensorFlow r1.0
#8 opened by zhaowenyi94 - 6
rewrite problems
#2 opened by zhaoyu611 - 1
Shape of input signal (7352, 128, 9)
#6 opened by madhavpr - 3
Upgrade to the latest tensorflow ?
#1 opened by StevenLOL - 4
Broken link in repo description
#4 opened by bencxs