Open
Conversation
…ir_pollution_estimation into transfer_learning
…tion_estimation into transfer_learning
…tion_estimation into transfer_learning
…tion_estimation into transfer_learning
…tion_estimation into transfer_learning
jackattack1415
requested review from
FunmiKesa,
Maren-Eckhoff,
SamBlakeman and
carolinewang01
Maren-Eckhoff
requested changes
Aug 15, 2019
| return true_positive_dict, true_labels_dict, pred_labels_dict | ||
|
|
||
|
|
||
| def evaluate_on_gpu(sess, gpu_nms_op, pred_boxes_flag, pred_scores_flag, |
Collaborator
There was a problem hiding this comment.
this seems very different than what we had at the start of the file.
Let's break the file down into multiple files with names that make clear what type of task the functions do that live inside the file.
Contributor
Author
There was a problem hiding this comment.
broken down into four utils files: tensorflow_evaluation_utils, tensorflow_image_formatting_utis, tensorflow_plotting_utils, tensorflow_training_utils
src/traffic_analysis/d04_modelling/transfer_learning/train_tensorflow_model.py
Outdated
Show resolved
Hide resolved
| from traffic_analysis.d04_modelling.transfer_learning.tensorflow_detection_utils import read_class_names | ||
|
|
||
|
|
||
| def transfer_learn(paths, params, train_params, train_file, test_file, selected_labels): |
Collaborator
There was a problem hiding this comment.
very big function. Can we modularise this at all?
src/traffic_analysis/d04_modelling/transfer_learning/train_tensorflow_model.py
Outdated
Show resolved
Hide resolved
src/traffic_analysis/d04_modelling/transfer_learning/training_data_loader.py
Outdated
Show resolved
Hide resolved
…tion_estimation into transfer_learning
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
3 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
includes all the requisite functions to run transfer learning. to use, python run_transfer_learning.py. training_parameters.yml has some of the hyperparams that can be adjusted to tune the training. saves model with highest performance in data/ref/detection_model/TRAINING_PARAMETERS['TRAINED_MODEL_NAME'].