# \#classification **URL:** https://discuss.ai.google.dev/tag/classification/370.md [Latest](https://discuss.ai.google.dev/latest.md) · [Categories](https://discuss.ai.google.dev/categories.md) · [Tags](https://discuss.ai.google.dev/tags.md) --- ## [Video misclassification with Gemini 2.0, why?](https://discuss.ai.google.dev/t/video-misclassification-with-gemini-2-0-why/82958)
**Author:** [@nikhilkuppa](https://discuss.ai.google.dev/u/nikhilkuppa)\ **Replies:** 1\ **Last updated:** [May 12, 2025, 5:37pm UTC](https://discuss.ai.google.dev/t/video-misclassification-with-gemini-2-0-why/82958 "2025-05-12T17:37:10Z")
Hi! I’m using Gemini 2.0 flash for a multilabel video classification task, with a very detailed prompt to define the set of categories the model can classify the video as. I’ve found the results to be fairly aligned wit… --- ## [Wildly inaccurate results after fine-tuning](https://discuss.ai.google.dev/t/wildly-inaccurate-results-after-fine-tuning/45429)
**Author:** [@wije](https://discuss.ai.google.dev/u/wije)\ **Replies:** 3\ **Last updated:** [October 26, 2024, 4:54am UTC](https://discuss.ai.google.dev/t/wildly-inaccurate-results-after-fine-tuning/45429 "2024-10-26T04:54:19Z")
I have this classification task which I want to employ Gemini to help with. The job is to classify a company into one of 30 industries from an input of a brief description. I have a lengthy system instruction on how to d… --- ## [Classification with additional informations](https://discuss.ai.google.dev/t/classification-with-additional-informations/42461)
**Author:** [@user517](https://discuss.ai.google.dev/u/user517)\ **Replies:** 3\ **Last updated:** [October 10, 2024, 10:28am UTC](https://discuss.ai.google.dev/t/classification-with-additional-informations/42461 "2024-10-10T10:28:21Z")
Hello, the AI-model is a simple classification of audio data: 8 classes, with 8 different records. The common way to going on is to test an audio file – that fits (with prediction/accuracy) to each classes, and one cl… --- ## [Image Preprocessing on a tflite model in Kotlin](https://discuss.ai.google.dev/t/image-preprocessing-on-a-tflite-model-in-kotlin/23509)
**Author:** [@GB1](https://discuss.ai.google.dev/u/GB1)\ **Replies:** 0\ **Last updated:** [July 5, 2024, 12:45pm UTC](https://discuss.ai.google.dev/t/image-preprocessing-on-a-tflite-model-in-kotlin/23509 "2024-07-05T12:45:25Z")
I trained a custom ResNet image binary classification model and converted it to a .tflite model using # Convert the model converter = tf.lite.TFLiteConverter.from\_saved\_model("path to my saved\_model/") tflite\_model = c… --- ## [I encountered a crash while creating an Interpreter instance](https://discuss.ai.google.dev/t/i-encountered-a-crash-while-creating-an-interpreter-instance/32227)
**Author:** [@tmdgzb](https://discuss.ai.google.dev/u/tmdgzb)\ **Replies:** 1\ **Last updated:** [June 21, 2024, 8:57am UTC](https://discuss.ai.google.dev/t/i-encountered-a-crash-while-creating-an-interpreter-instance/32227 "2024-06-21T08:57:55Z")
I ran a classification model on Android U using tflite-2.7. The following errors often occur in stress testing: 05-19 22:39:07.264 23171 23171 F LIB\_DEBUG: tagged\_addr\_ctrl: 0000000000000001 (PR\_TAGGED\_ADDR\_ENABLE) 05-… --- ## [Multi text classification](https://discuss.ai.google.dev/t/multi-text-classification/32489)
**Author:** [@waqas80](https://discuss.ai.google.dev/u/waqas80)\ **Replies:** 4\ **Last updated:** [June 12, 2024, 9:21am UTC](https://discuss.ai.google.dev/t/multi-text-classification/32489 "2024-06-12T09:21:23Z")
How can I go multi text classification in tensorflow, can someone help. I have a dataset of airline, Where user complaint about flight delay, or baggage lost or baggage delay, so while reading comments I need to tag comm… --- ## [Low accuracy on a classification model](https://discuss.ai.google.dev/t/low-accuracy-on-a-classification-model/20142)
**Author:** [@Bjucha](https://discuss.ai.google.dev/u/Bjucha)\ **Replies:** 4\ **Last updated:** [June 6, 2024, 7:04am UTC](https://discuss.ai.google.dev/t/low-accuracy-on-a-classification-model/20142 "2024-06-06T07:04:29Z")
Short background Hello Im currently taking a course in Tensorflow on udemy Modified by moderator However Im not getting the same results as they get in the course I have looked over everything and even started copied f… --- ## [Time Series Data: Sequence Classification](https://discuss.ai.google.dev/t/time-series-data-sequence-classification/30516)
**Author:** [@Maven96](https://discuss.ai.google.dev/u/Maven96)\ **Replies:** 1\ **Last updated:** [June 5, 2024, 7:01am UTC](https://discuss.ai.google.dev/t/time-series-data-sequence-classification/30516 "2024-06-05T07:01:49Z")
Hi everyone, I am currently in the process of using an existing network architecture ( TSMixer: An All-MLP Architecture for Time Series Forecasting) for a sequence classification. The existing structure of my data: It … --- ## [Bird classification model (in progress)](https://discuss.ai.google.dev/t/bird-classification-model-in-progress/28922)
**Author:** [@CosmicBee](https://discuss.ai.google.dev/u/CosmicBee)\ **Replies:** 2\ **Last updated:** [May 28, 2024, 11:18pm UTC](https://discuss.ai.google.dev/t/bird-classification-model-in-progress/28922 "2024-05-28T23:18:28Z")
Hi there, I’ve been working on a bird classification model. I’m hoping to get it onto my TinyML hardware but the RAM requirements are currently too large as I used a rather large input size. I’m working to further adjus… --- ## [My custom audio classification keeps stopping on android studio](https://discuss.ai.google.dev/t/my-custom-audio-classification-keeps-stopping-on-android-studio/30418)
**Author:** [@Rich\_Djuardi](https://discuss.ai.google.dev/u/Rich_Djuardi)\ **Replies:** 1\ **Last updated:** [May 10, 2024, 8:30am UTC](https://discuss.ai.google.dev/t/my-custom-audio-classification-keeps-stopping-on-android-studio/30418 "2024-05-10T08:30:20Z")
Hello, im created my custom model about dog sound audio classification, i already convert the model into tflite format. In this case, i used the official tflite audio classificaion from the documentation that given by th… --- ## [Pooling - are there any advanges for not pooling?](https://discuss.ai.google.dev/t/pooling-are-there-any-advanges-for-not-pooling/28637)
**Author:** [@NZ1](https://discuss.ai.google.dev/u/NZ1)\ **Replies:** 2\ **Last updated:** [March 21, 2024, 11:46am UTC](https://discuss.ai.google.dev/t/pooling-are-there-any-advanges-for-not-pooling/28637 "2024-03-21T11:46:40Z")
Classic texts on convolutional neural networks (CNN) always show the use of pooling. Clearly, this reduces the size of the data being processed, which in many cases might necessary. However, perhaps in cases where sizes … --- ## [Save raw \`.wav\` file from \`AudioClassifier\`?](https://discuss.ai.google.dev/t/save-raw-wav-file-from-audioclassifier/29826)
**Author:** [@gamename](https://discuss.ai.google.dev/u/gamename)\ **Replies:** 1\ **Last updated:** [March 11, 2024, 8:19am UTC](https://discuss.ai.google.dev/t/save-raw-wav-file-from-audioclassifier/29826 "2024-03-11T08:19:44Z")
Hi, I have an application called the “cat doorbell” which lets me know when our cat wants in the house. It works fine, but I need to gather some meow sound snippets for another project. Looking at my code here, I was … --- ## [I want to implement CNN for 3D Mesh structure having Vertex, Vertex Color and Face](https://discuss.ai.google.dev/t/i-want-to-implement-cnn-for-3d-mesh-structure-having-vertex-vertex-color-and-face/31612)
**Author:** [@mayank2801](https://discuss.ai.google.dev/u/mayank2801)\ **Replies:** 0\ **Last updated:** [February 5, 2024, 12:25pm UTC](https://discuss.ai.google.dev/t/i-want-to-implement-cnn-for-3d-mesh-structure-having-vertex-vertex-color-and-face/31612 "2024-02-05T12:25:38Z")
I want to perform classification over 3D mesh structures(.obj) labeled files. I have vertex (N3) , vertex color(N4) and face (M\*3) in numpy array format for all meshes. Here N is total number of vertexes and M is total… --- ## [Image classification model - why my Precision, Recall, Accuracy are zero?](https://discuss.ai.google.dev/t/image-classification-model-why-my-precision-recall-accuracy-are-zero/28501)
**Author:** [@Rebecca\_Armitage](https://discuss.ai.google.dev/u/Rebecca_Armitage)\ **Replies:** 4\ **Last updated:** [January 31, 2024, 5:58am UTC](https://discuss.ai.google.dev/t/image-classification-model-why-my-precision-recall-accuracy-are-zero/28501 "2024-01-31T05:58:28Z")
Hello everyone, I’m trying to adapt Nic Renottee Build a Deep CNN Image Classifier with ANY Images to a simple model. The model trains well and accuracy goes up to one. However, when I try to evaluate it, I’m getting z… --- ## [Softmax suitability for multi-class image classification with millions of categories](https://discuss.ai.google.dev/t/softmax-suitability-for-multi-class-image-classification-with-millions-of-categories/30894)
**Author:** [@khalidmashal](https://discuss.ai.google.dev/u/khalidmashal)\ **Replies:** 2\ **Last updated:** [January 27, 2024, 3:50am UTC](https://discuss.ai.google.dev/t/softmax-suitability-for-multi-class-image-classification-with-millions-of-categories/30894 "2024-01-27T03:50:36Z")
In the pursuit of developing a deep learning model for classifying images into multiple categories, can the Softmax output layer accommodate millions of classes, or are there limitations? Naturally, the data will be homo…