biology agriculture image-classification en license:cc-by-nc-nd-4.0 region:us
---
license: cc-by-nc-nd-4.0
language:
- en
metrics:
- accuracy
pipeline_tag: image-classification
tags:
- biology
- agriculture
---

Based on Inception V3

K Plant Disease Detection 2 Epoch 10

53 diffrent (class) diseased/healthy types of plant photos used

The reason of low accuracy is It gets confused because of same types of diseases of diffrent types of plants like "Peach___Bacterial_spot" and "Tomato___Bacterial_spot"

Here is the list of datasets used to train:
- [tomato dataset by Ashishmotwani](https://www.kaggle.com/datasets/ashishmotwani/tomato)

- [coffee-plant-disease dataset by Coffeedisease](https://www.kaggle.com/datasets/coffeedisease/coffee-plant-disease)

- [chili-plant-disease dataset by Dhenyd](https://www.kaggle.com/datasets/dhenyd/chili-plant-disease)

- [rice-leaf-diseases datase by Vbookshelf](https://www.kaggle.com/datasets/vbookshelf/rice-leaf-diseases)

- [new-plant-diseases-dataset by Vipool](https://www.kaggle.com/datasets/vipoooool/new-plant-diseases-dataset)


Device used: 8XLarge - 32 cores - 256 GB RAM - 100Gi Disk

Provider: Saturn Cloud

# Accuracy Metrics

![](https://cdn.discordapp.com/attachments/701084162362310706/1163585167533822055/otXlG0B6aWYAAAAASUVORK5CYII.png?ex=65401c22&is=652da722&hm=83c1256aa036ff4c093c6f0e747352fb7d0c2a4aeaa0c3d6372a6c2e2fa5304d&)
![](https://cdn.discordapp.com/attachments/701084162362310706/1163585179252695060/zZo1k4YNGyZ3GcXWxo0bpZo1a0pKpVKqVq2a9Ouvv8pdUrGVmJgoDRs2TKpQoYJkZmYmubu7SPGjZNSU1PlLq3YiIiIyPE7IygoSJIkScrIyJDGjx8vOTg4SEqlUnr33Xel6OjoIqmN67AQERGRzuMYFiIiItJ5DCxERESk8xhYiIiISOcxsBAREZHOY2AhIiIincfAQkRERDqPgYWIiIh0HgMLERER6TwGFiIiItJ5DCxERESk8xhYiIiISOf9H9Uj5OyuHt9AAAAAElFTkSuQmCC.png?ex=65401c25&is=652da725&hm=e4abf6cd50a2bf118e66ff6fc934ba3c56208393378f3eed5bd544c0af407f7c&)
![](https://cdn.discordapp.com/attachments/701084162362310706/1163585259531669645/image.png?ex=65401c38&is=652da738&hm=d2a698ad7f9cb1bebaee32d026d11dd7c685f6b31b8909ba9b21cae4377c4b2d&)
![](https://cdn.discordapp.com/attachments/701084162362310706/1163584195675820202/image.png?ex=65401b3a&is=652da63a&hm=fd5e64afd2388383c3fd96c0b6cb0545a4735f8817c64670a2b670e068fa636f&)