From d22b5b3692cfedb96a264da91b008f9c37cce98e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?M=2E=20Yusuf=20Sar=C4=B1g=C3=B6z?= Date: Tue, 22 Mar 2022 14:40:58 +0300 Subject: [PATCH] Article on coffee anomalies (#5) * Draft article on coffee anomalies * Apply grammarly * Handle reviews and suggestions * add training schema image * anomalies detection solutions image * upd image * upd article * upd preview * Add agit add . * Add author * removed an article width, we already have an updated template for articles * fixed separator * Update detecting-coffee-anomalies.md Co-authored-by: Andrey Vasnetsov Co-authored-by: trean --- ARTICLE_CHECLLIST.md | 24 + .../articles/detecting-coffee-anomalies.md | 115 + .../content/articles/filtrable-hnsw.md | 2 +- .../content/solutions/anomaly-detection.md | 15 + .../ae_report_knn.png | Bin 0 -> 45153 bytes .../anomalies_icon.svg | 83 + .../anomaly_detection_training.png | Bin 0 -> 165293 bytes .../anomaly_detection_training.svg | 1662 +++++++++ .../ft_report_knn.png | Bin 0 -> 48124 bytes .../image_reconstruction.png | Bin 0 -> 165482 bytes .../detecting-coffee-anomalies/preview.png | Bin 0 -> 125968 bytes .../content/images/anomalies_detection.png | Bin 0 -> 58241 bytes .../content/images/anomalies_detection.svg | 3303 +++++++++++++++++ .../themes/qdrant/static/css/article.css | 4 + 14 files changed, 5207 insertions(+), 1 deletion(-) create mode 100644 ARTICLE_CHECLLIST.md create mode 100644 qdrant-landing/content/articles/detecting-coffee-anomalies.md create mode 100644 qdrant-landing/content/solutions/anomaly-detection.md create mode 100644 qdrant-landing/static/articles_data/detecting-coffee-anomalies/ae_report_knn.png create mode 100644 qdrant-landing/static/articles_data/detecting-coffee-anomalies/anomalies_icon.svg create mode 100644 qdrant-landing/static/articles_data/detecting-coffee-anomalies/anomaly_detection_training.png create mode 100644 qdrant-landing/static/articles_data/detecting-coffee-anomalies/anomaly_detection_training.svg create mode 100644 qdrant-landing/static/articles_data/detecting-coffee-anomalies/ft_report_knn.png create mode 100644 qdrant-landing/static/articles_data/detecting-coffee-anomalies/image_reconstruction.png create mode 100644 qdrant-landing/static/articles_data/detecting-coffee-anomalies/preview.png create mode 100644 qdrant-landing/static/content/images/anomalies_detection.png create mode 100644 qdrant-landing/static/content/images/anomalies_detection.svg diff --git a/ARTICLE_CHECLLIST.md b/ARTICLE_CHECLLIST.md new file mode 100644 index 000000000..30ba7642b --- /dev/null +++ b/ARTICLE_CHECLLIST.md @@ -0,0 +1,24 @@ + +# Article checklist + +What to prepare before publishing a new article? + +* [ ] - Preview image - for the https://qdrant.tech/articles/ page. Size: 370 x 185 +* [ ] - Small preview icon - similar to [this](./qdrant-landing/static/articles_data/neural-search-tutorial/tutorial.svg) + * transparent BG + * White color only + + +## Publish to + +* [ ] medium +* [ ] twitter +* [ ] linkedin +* [ ] ODS +* [ ] Discord community +* [ ] Telegram community + + +## How-to + +* Images with caption: `{{< figure src=/articles_data/article_name/img.png caption="Caption here" >}}` diff --git a/qdrant-landing/content/articles/detecting-coffee-anomalies.md b/qdrant-landing/content/articles/detecting-coffee-anomalies.md new file mode 100644 index 000000000..3975e09e5 --- /dev/null +++ b/qdrant-landing/content/articles/detecting-coffee-anomalies.md @@ -0,0 +1,115 @@ +--- +title: Metric learning for Anomalies Detection +short_description: "How to use metric learning to detect anomalies: quality assessment of coffee beans with just 200 labelled samples" +description: Practical use of metric learning for anomaly detection. A way to match the results of a classification-based approach with only ~0.6% of the labeled data. +preview_image: /articles_data/detecting-coffee-anomalies/preview.png +small_preview_image: /articles_data/detecting-coffee-anomalies/anomalies_icon.svg +weight: 30 +author: Yusuf Sarıgöz +author_link: https://medium.com/@yusufsarigoz +draft: true +--- + +Anomaly detection is a thirsting yet challenging task that has numerous use cases across various industries. +The complexity results mainly from the fact that the task is data-scarce by definition. + +Similarly, anomalies are, again by definition, subject to frequent change, and they may take unexpected forms. +For that reason, supervised classification-based approaches are: + +* Data-hungry - requiring quite a number of labeled data; +* Expensive - data labeling is an expensive task itself; +* Time-consuming - you would try to obtain what is necessarily scarce; +* Hard to maintain - you would need to re-train the model repeatedly in response to changes in the data distribution. + +These are not desirable features if you want to put your model into production in a rapidly-changing environment. +And, despite all the mentioned difficulties, they do not necessarily offer superior performance compared to the alternatives. +In this post, we will detail the lessons learned from such a use case. + +## Coffee Beans + +[Agrivero.ai](https://agrivero.ai/) - is a company making AI-enabled solution for quality control & traceability of green coffee for producers, traders, and roasters. +They have collected and labeled more than **30 thousand** images of coffee beans with various defects - wet, broken, chipped, or bug-infested samples. +This data is used to train a classifier that evaluates crop quality and highlights possible problems. + +We should note that anomalies are very diverse, so the enumeration of all possible anomalies is a challenging task on it's own. +In the course of work, new types of defects appear, and shooting conditions change. Thus, a one-time labeled dataset becomes insufficient. + +Let's find out how metric learning might help to address this challenge. + +## Metric learning approach + +In this approach, we aimed to encode images in an n-dimensional vector space and then use learned similarities to label images during the inference. + +The simplest way to do this is KNN classification. +The algorithm retrieves K-nearest neighbors to a given query vector and assigns a label based on the majority vote. + +In production environment kNN classifier could be easily replaced with [Qdrant](https://qdrant.tech/) vector search engine. + +This approach has the following advantages: + +* We can benefit from unlabeled data, considering labeling is time-consuming and expensive. +* The relevant metric, e.g., precision or recall, can be tuned according to changing requirements during the inference without re-training. +* Queries labeled with a high score can be added to the KNN classifier on the fly as new data points. + +To apply metric learning, we need to have a neural encoder, a model capable of transforming an image into a vector. + +Training such an encoder from scratch may require a significant amount of data we might not have. Therefore, we will divide the training into two steps: + +* The first step is to train the autoencoder, with which we will prepare a model capable of representing the target domain. + +* The second step is finetuning. Its purpose is to train the model to distinguish the required types of anomalies. + +{{< figure src=/articles_data/detecting-coffee-anomalies/anomaly_detection_training.png caption="Model training architecture" >}} + + +### Step 1 - Autoencoder for unlabeled data + +First, we pretrained a Resnet18-like model in a vanilla autoencoder architecture by leaving the labels aside. +Autoencoder is a model architecture composed of an encoder and a decoder, with the latter trying to recreate the original input from the low-dimensional bottleneck output of the former. + +There is no intuitive evaluation metric to indicate the performance in this setup, but we can evaluate the success by examining the recreated samples visually. + +{{< figure src=/articles_data/detecting-coffee-anomalies/image_reconstruction.png caption="Example of image reconstruction with Autoencoder" >}} + +Then we encoded a subset of the data into 128-dimensional vectors by using the encoder, +and created a KNN classifier on top of these embeddings and associated labels. + +Although the results are promising, we can do even better by finetuning with metric learning. + +### Step 2 - Finetuning with metric learning + +We started by selecting 200 labeled samples randomly without replacement. + +In this step, The model was composed of the encoder part of the autoencoder with a randomly initialized projection layer stacked on top of it. +We applied transfer learning from the frozen encoder and trained only the projection layer with Triplet Loss and an online batch-all triplet mining strategy. + +Unfortunately, the model overfitted quickly in this attempt. +In the next experiment, we used an online batch-hard strategy with a trick to prevent vector space from collapsing. +We will describe our approach in the further articles. + +This time it converged smoothly, and our evaluation metrics also improved considerably to match the supervised classification approach. + +{{< figure src=/articles_data/detecting-coffee-anomalies/ae_report_knn.png caption="Metrics for the autoencoder model with KNN classifier" >}} + +{{< figure src=/articles_data/detecting-coffee-anomalies/ft_report_knn.png caption="Metrics for the finetuned model with KNN classifier" >}} + +We repeated this experiment with 500 and 2000 samples, but it showed only a slight improvement. +Thus we decided to stick to 200 samples - see below for why. + +## Supervised classification approach +We also wanted to compare our results with the metrics of a traditional supervised classification model. +For this purpose, a Resnet50 model was finetuned with ~30k labeled images, made available for training. +Surprisingly, the F1 score was around ~0.86. + +Please note that we used only 200 labeled samples in the metric learning approach instead of ~30k in the supervised classification approach. +These numbers indicate a huge saving with no considerable compromise in the performance. + +## Conclusion +We obtained results comparable to those of the supervised classification method by using only 0.66% of the labeled data with metric learning. +This approach is time-saving and resource-efficient, and that may be improved further. Possible next steps might be: + +- Collect more unlabeled data and pretrain a larger autoencoder. +- Obtain high-quality labels for a small number of images instead of tens of thousands for finetuning. +- Use hyperparameter optimization and possibly gradual unfreezing in the finetuning step. + +We are actively looking into these, and we will continue to publish our findings in this challenge and other use cases of metric learning. diff --git a/qdrant-landing/content/articles/filtrable-hnsw.md b/qdrant-landing/content/articles/filtrable-hnsw.md index 2981c479a..f4e0efa1c 100644 --- a/qdrant-landing/content/articles/filtrable-hnsw.md +++ b/qdrant-landing/content/articles/filtrable-hnsw.md @@ -8,4 +8,4 @@ small_preview_image: /articles_data/filtrable-hnsw/global-network.svg weight: 30 author: Andrei Vasnetsov author_link: https://blog.vasnetsov.com/ ---- \ No newline at end of file +--- diff --git a/qdrant-landing/content/solutions/anomaly-detection.md b/qdrant-landing/content/solutions/anomaly-detection.md new file mode 100644 index 000000000..04226f152 --- /dev/null +++ b/qdrant-landing/content/solutions/anomaly-detection.md @@ -0,0 +1,15 @@ +--- +title: Anomalies Detection +icon: bot +tabid: anomalies +image: /content/images/anomalies_detection.png +image_caption: Automated FAQ +default_link: /articles/detecting-coffee-anomalies/ +default_link_name: +weight: 60 +short_description: | + Anomaly detection is one of the non-obvious applications of Metric Learning. + However, Metric Learning has a number of properties that make it an excellent way to approach anomaly detection. + Check out our [case-study](/articles/detecting-coffee-anomalies/)! + +--- diff --git a/qdrant-landing/static/articles_data/detecting-coffee-anomalies/ae_report_knn.png b/qdrant-landing/static/articles_data/detecting-coffee-anomalies/ae_report_knn.png new file mode 100644 index 0000000000000000000000000000000000000000..d5a5ae6df2d3d078b24c8c3a6281ce952d37a79e 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figure { + text-align: center; +} + article aside[role="alert"], article aside[role="status"] { border: 1px solid transparent;