From c048842e147f9a0ea1f12943585cfdac48867bb7 Mon Sep 17 00:00:00 2001 From: Sidd-77 Date: Sat, 6 Apr 2024 07:47:27 +0530 Subject: [PATCH] ui changes --- application.py | 10 +++++++--- inputImage.jpg | Bin 82123 -> 82198 bytes src/CNN_Classifier/pipeline/prediction.py | 11 ++++++----- 3 files changed, 13 insertions(+), 8 deletions(-) diff --git a/application.py b/application.py index 2b01876..ae9ee24 100644 --- a/application.py +++ b/application.py @@ -11,11 +11,11 @@ def __init__(self): obj = ClientApp() -st.title('Kindney Disease Classification Using Deep Learning') +st.title('Kindney Disease :health_worker: Classification Using Deep Learning') st.divider() st.subheader("Upload your image of kidney ct-scan to cheack for any disease") -uploaded_file = st.file_uploader("Choose a file") +uploaded_file = st.file_uploader("Choose a file", type=['jpg','png','jpeg']) if uploaded_file is not None: with open(obj.filename, "wb") as f: f.write(uploaded_file.getbuffer()) @@ -23,8 +23,12 @@ def __init__(self): prediction, result_raw = obj.classifier.predict() if(prediction=='Failed'): st.write("Something went wrong") + elif(prediction=='Normal'): + st.write("You have healthy kidney") + st.write("You don't have any disease") else: - st.write("You have ",prediction," kidney") + st.write("You have unhealthy kideny") + st.write("You have ",prediction," in your kidney") df = pd.DataFrame(data=result_raw, columns=['Cyst', 'Normal', 'Stone', 'Tumor'], index=None) st.write("Probablity for each case : ") st.dataframe(df) diff --git a/inputImage.jpg b/inputImage.jpg index b7fa0b6b2250218c81e40cb262c0d34e1db93be9..89e369482e231325c8215320b405b6ede9156ac6 100644 GIT binary patch literal 82198 zcmeFYcT`i+*ESfMf`ACpdkIAey(u6FNHZdWN()6gA%=*wAWcDfN9j_e_nOd)(u?$- zPy?d$gc_;CZ@wvO&04e8JM+!__ny1^HfV$3qV2w z0FYcCfGaFOuKcHw|G5^f@4os0pr<4SkOIg^_yMH!BxLj?S6u*}>-VJiA8iBv zw?aZnMow|#CMDG^>gx*VI{;D=GBQ$fG71WE^6T1u*Vh5$^b`zyQffEu8d%@tcV(3R z6#t!4K)w1Wli?U1C}ZR;@Q8#jUlWs(Q&Q7%a`W;F3X6(MYHCsFy84F3 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n)*X%ExrBSYPVqc{Klj8Jk3UXaJ!;1L_hi`re}BvVGxpyA*Tk1f diff --git a/src/CNN_Classifier/pipeline/prediction.py b/src/CNN_Classifier/pipeline/prediction.py index b189a19..9fc8d03 100644 --- a/src/CNN_Classifier/pipeline/prediction.py +++ b/src/CNN_Classifier/pipeline/prediction.py @@ -16,19 +16,20 @@ def predict(self, ): test_image = np.expand_dims(test_image, axis=0) result_raw = model.predict(test_image) - result = np.argmax(result_raw, axis=0) + result = np.argmax(result_raw[0], axis=0) print(result_raw) + print(result) - if result[0] == 0: + if result == 0: prediction = "Cyst" return (prediction, result_raw) - elif result[1] == 1: + elif result == 1: prediction = "Normal" return (prediction, result_raw) - elif result[2] == 2: + elif result == 2: prediction = "Stone" return (prediction, result_raw) - elif result[3] == 3: + elif result == 3: prediction = "Tumor" return (prediction, result_raw)