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32 Open 17 Closed
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Issues list

Datasets/papers to explore
#74 opened Mar 1, 2023 by mrdbourke
Dashboard creation for data exploration
#72 opened Feb 13, 2023 by mrdbourke
7
Change autocorrect_and_merge_labels pipeline to use OpenCLIP rather than generic CLIP
#71 opened Feb 12, 2023 by mrdbourke
Autolabelling object detection and semantic segmentation
#70 opened Feb 9, 2023 by mrdbourke
Go through all_images on Google Storage and resize them to take up less space
#69 opened Feb 8, 2023 by mrdbourke
1
Update main README.md
#66 opened Jan 31, 2023 by mrdbourke
Create a way to generate images to boost inaccurate classes database Issues to do with Nutrify's database(s)
#65 opened Jan 31, 2023 by mrdbourke
1
Autolabelling: Setup a data collection pipeline (e.g. what happens when new data comes in?)
#64 opened Jan 31, 2023 by mrdbourke
4
Simplify training scripts (e.g. merge engine.py -> train.py)
#63 opened Jan 31, 2023 by mrdbourke
Create export.py (or something similar) for exporting models from PyTorch -> CoreML
#62 opened Jan 31, 2023 by mrdbourke
7 tasks
1
Clean scripts and add docstrings to code in foodvision
#61 opened Jan 31, 2023 by mrdbourke
Start breaking down class_names into more easily understandable foods
#59 opened Jan 30, 2023 by mrdbourke
2
Add image_source tags to all images in the database database Issues to do with Nutrify's database(s) labelling Data labelling issue relating to the annotation or improvement of a dataset.
#58 opened Jan 30, 2023 by mrdbourke
Profile the training/testing code to see where the bottlenecks are training Model training
#56 opened Jan 25, 2023 by mrdbourke
Only validate once per X epochs training Model training
#55 opened Jan 25, 2023 by mrdbourke
Try using polars for fasting data loading or even use Hugging Face Datasets training Model training
#54 opened Jan 25, 2023 by mrdbourke
Clean/remove duplicate images with fastdup
#53 opened Jan 23, 2023 by mrdbourke
3
Use Cleanlab to clean labels in dataset labelling Data labelling issue relating to the annotation or improvement of a dataset.
#52 opened Jan 17, 2023 by mrdbourke
Create a database (PostgreSQL?) for labels database Issues to do with Nutrify's database(s) labelling Data labelling issue relating to the annotation or improvement of a dataset.
#51 opened Jan 12, 2023 by mrdbourke
1
Create a script to import the "100 most wrong predictions" and then export them as labelling task in Label Studio labelling Data labelling issue relating to the annotation or improvement of a dataset. machine learning Things to do with machine learning related to FoodVision/Nutrify.
#47 opened Dec 14, 2022 by mrdbourke
2
Create a function/script to create different models for different purposes (e.g. big, medium, small) machine learning Things to do with machine learning related to FoodVision/Nutrify.
#45 opened Dec 14, 2022 by mrdbourke
Add a way to save to storage the images uploaded to Nutrify
#43 opened May 11, 2022 by mrdbourke
3
Make the loading images function faster (this should appear on page load)
#41 opened Mar 23, 2022 by mrdbourke
2
Database update: make it so a new food gets added via FDC ID -> information pulled into database
#40 opened Mar 22, 2022 by mrdbourke
2
Model/class names not lined up + some classes are missing FDC data ("Egg Tart", "Fries", "Hamimelon")
#39 opened Mar 18, 2022 by mrdbourke
3
ProTip! Adding no:label will show everything without a label.