GazeML
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Gaze Estimation using Deep Learning, a Tensorflow-based framework.
Hello, I use the ELG_i60*36_f60*36_n32_m2 model to get landmarks, method estimate_gaze_from_landmarks in models.elg to get gaze angle. Then I test in MPIIGaze data selected from Evaluation Set, ground truth and...
This is great work but something doesn't make sense to me [here](https://github.com/swook/GazeML/blob/5466f59be70583e7e8c343bda91c8df539aef13a/src/models/elg.py#L267). I copy paste the code as follows: ``` x_next = x_now if do_merge: with tf.variable_scope('merge'): with tf.variable_scope('h'): x_hmaps...
Hi: With below code added to GazeML/src/core/model.py inference_generator, I can successfully export the GazeML to a frozen graph gaze.pb with the weights loaded by saver: ```python sess = self._tensorflow_session from...
How to get the network summary? I'm trying to have the summary of the network used .. But it doesn't work. I don't see any tf.Sequential.. because I wanted to...
Hi there. Did anyone try on jetson nano? I have tried to build the setup but no luck so far. also please advise supported version of each lib (tensorflow, opencv...
Step 1: I verified the virtual environment could read video input and write video output with another python application. Step 2: I then ran the demo app (debug mode) with...
Hi. I am trying to load a validation set and my data setting is shown below: validation_data = UnityEyes( session, batch_size=batch_size, data_format='NCHW', unityeyes_path='/cluster/project/infk/courses/machine_perception_19/validation_data/imgs_small/imgs', testing = True, num_threads=2, generate_heatmaps=True, eye_image_shape=(36, 60),...
I executed elg_train.py with 1000 Unity Eyes picture and .json files. But an error occurred. tensorflow/core/kernels/queue_base.cc:277] _0_UnityEyes/random_shuffle_queue: Skipping cancelled enqueue attempt with queue not closed Please tell me how to...
Hi Seonwook, Thanks for the project. I am trying to use your implementation in research. I would like to find the coordinates at which the user focus. Can this the...
Hi! Is there a possibility to only get the theta and phi angles of every eye for only a single Image? I already tried to use and modify your demo...