This API acts as a crop advisory app for farmers, extension workers and gardeners. It can diagnose plant diseases, pest damages and nutrient deficiencies affecting crops and offers corresponding treatment measures. Deployed on : https://crop-leaf.herokuapp.com/
License: GNU General Public License v3.0
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
This is a test done to check on actions created. Please don't claim this issue since it doesn't come under GSSoC
I am a GSSOC participant and I would like to add an issue template folder with pull request template bug_report_template.md and feature_request_template.md.
the form will input file and send it to backend for crop disease detection, styling html is not compulsory, separate issue will be created for it
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
Currently, we have 3 keys in JSON for every 'leaf disease' which are : symptoms, treatment and recommended products, add one more key of name : 'category' which tells the leaf disease name.
make a text file with link of pre-trained model for classifying leaf disease label
I have added a gitignore folder with node modules in it.
This will remove the problem of node modules being tracked by git.
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
List the basic to advanced git concepts and commands that a participant would require to contribute to any particular repository's codebase, also telling about the best practices for contributing.
Since, every contributor for this repository will have to go through it, so try to make it as intuitive, detailed and informative as possible.
Should preferably be a markdown(.md) file.
I want to update the documentation of Backend project as part of GSSoC ' 20.
@tanishq9
Use the data modeling repository to get these categories, these values are needed because we will have to send the result to the user based on them.
modify contributing.md accordingly.
Since, we are passing a form from frontend so we have to parse incoming request bodies in a middleware. Also, to serve static files such as images, CSS files, and JavaScript files, use the express.static built-in middleware function in Express.
Incorporate these changes in server.js.
The reason is that the python script will send us the label of the leaf disease. According to that, we will send the JSON as output, it is a part of file_upload post route API. Make a separate data.js file and write all diseases JSON there. Refer this screenshot for details.
Here, op is the output JSON object. You can rename it to output.
The image from backend has to be send in base64 encoded form. Don't forget to go through the model api : https://github.com/CropAi/Data-Modeling/blob/master/flask_api_deployed/cropaiflask.py
You might get 414 and 500 errors, try to figure out how to correct them.
Example if the output from python script is : 'Pepper__bell___Bacterial_spot', then use data.js to send the appropriate JSON as response.
Refer this to know how to use formidable : https://www.npmjs.com/package/formidable
Also, the dummy.py script should return the first 5 characters of the file name, why ? Just to check whether we are able to correctly send the file path from the child process that we created in '/file_upload' route
Make sure the image file is being saved in the backend, this image will be required by our python script later on.
Is your feature request related to a problem? Please describe.
No CODE_OF_CONDUCT.md file is present.
Describe the solution you'd like
@gshanbhag525 As a GSSOC participant I would like to add a CODE_OF_CONDUCT.md file in this project. Using this as a reference.
Additional context
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
Add the required package for it.
We would be calling Python script from a Node child process, using python-shell package. The dummy .py file should print("script called"), this .py script will be called on post request at route '/file_upload'. To know more about integrating node with python, read this :
https://medium.com/@HolmesLaurence/integrating-node-and-python-6b8454bfc272
It is mentioned in this blog, how to create node child process using python-shell package, go through this, we will be using the same method as 'Version 2: calling Python script from a Node child process, using python-shell package' mentioned in the above blog.
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
Change the button functionality by fixing the text issue.
Use Postman to send a POST request at http://crop-leaf.herokuapp.com/file_upload and add your screenshot in api_testing folder.
Reference link : https://stackoverflow.com/questions/39037049/how-to-upload-a-file-and-json-data-in-postman
Sample screenshot :
The uploaded images are currently being saved in test_images folder which is mentioned in .gitignore, you are supposed to run a bash script(.sh) to delete the uploaded image after processing.
Hint : Use rm -f test_images/fileUploadPath command to delete that image.
You have to write a .sh script to create a folder by the name test_images when the server is started.
Hint : Use mkdir test_images in the bash script(.sh)
Video Link for Backend Working [Watch this to know better]
This issue is open for all participants. (share screenshots of your backend working)
Follow the given instructions to update your backend repository :
node installed in your system, so please go through the README.md file then only you can continue with the below points.npm install to install the required npm modules and npm install python-shell to install node python shell package.localhost:3000 and select leaf image to see its category.ModuleNotFoundError due to imports required in python script then install those module, eg : pip3 install tensorflow will be used to install tensorflow for python 3.x version on your system. You might get other errors as well, do use google and stackoverflow for them, most of them are common errors. If you are still stuck, feel free to pm me on slack.backend logs to the screenshots_folder.PS : Since, the h5 file size that will get downloaded to your local system will be >100mb, so don't push that file when trying to pull any request for merging, your local cloned repository will otherwise get some irreversible errors. The reason to be cautious of not pushing file>100mb is because maximum project size on github is 100mb, so that is why you will face error when pushing.
PPS : It will take around 15 seconds to get output from the python script, since the model has got quite a complex architecture.
Any more modifications to UI are also welcome.
This app starts a server and listens on port 3000 for connections. The app responds with “Hello World!” for requests to the root URL (/) or route. For every other path, it will respond with a 404 Not Found.
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
You have to add comments in mainly server.js and index.html file explaining every single line of code. You also have to update README.md file with the project setup instructions. Try to make the code as easily understandable as possible to others. You will have full creative freedom for this issue.
This is to prevent multiple requests being send to backend at once.
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
If the response time exceeds 30 seconds then output a dummy json (eg. potato healthy)
Observe the error logs : (the output comes after >30 seconds so no response is send even though we have predicted the output just 2-3 seconds after taking 30 seconds)
Although in some cases, it works when obviously the time taken is less than 30 seconds, as we can see in the image below, the response time taken was 25.9 seconds and 29.5 seconds for 2 requests that we send.
this label_image.py script is used to predict the leaf image's label
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
Inside the <head> tag add logo of website using the <link> tag. The logo is same as this organisation's github logo.
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
You should make a text file for this leaf disease and add the symptoms, treatment and recommended products for this leaf disease in leaf disease data folder.
FORMAT OF TEXT FILE
EXAMPLE TEXT FILE WITH CORRECT FORMAT
Symptoms :
1 : The lesions are dark brown and appear leathery with faint, concentric rings giving a target-spot effect.
2 : At first the spots are small (1 /8 inches in diameter) and oval or angular in shape, but later the spots can enlarge to about 1/2 inches.
Treatment :
1 : Plant only diseasefree, certified seed.
2 : Follow a complete and regular foliar fungicide spray program.
3 : Allow tubers to mature before digging, dig when vines are dry, not wet, and avoid excessive wounding of potatoes during harvesting and handling.
Recommended products :
1 : Harvest-Guard : https://www.planetnatural.com/product/floating-row-cover/
2 : AllDown : https://www.planetnatural.com/product/vinegar-weed-killer/
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