hrsht-13 / breast-cancer-detection Goto Github PK

This project uses mammograms for breast cancer detection using deep learning techniques.

Python 3.07% Jupyter Notebook 96.93%

deep-learning mammogram-images breast-cancer-prediction breast-cancer-detection breast-cancer-tumor densenet201 image-processing gradio deployment

breast-cancer-detection's Introduction

Salve

I'm Harshita Gupta!

Loves reading, learning, and researching about how AI has revolutionized the human-like task, making it possible to learn from its mistakes.

About Me ⚡

💁‍♀️ Currently working as a Senior Product Engineer at Fosfor - Spectra, LTIMindtree.
👩‍💻 I worked as Python Developer at William O'Neil's and Data Science Intern at Subex - AI Labs.
🧘 I worked as a RESEARCH intern at CSIR-CEERI, Pilani, Rajasthan, India, on Virtual Yoga Trainer via Deep Learning using Human Pose Detection.
🧑‍🎓 Final year at BITS-Pilani, Pilani Campus.
🌱 I’m currently learning Data Build Tool.
🤔 I’m looking for help with Product Analysis.
⛄ Ask me about ML and Analystics .
📧 How to reach me:
⛓️ Connect to me on
🤼‍♀️ I prefer Tensorflow over Pytorch till my current intern.
🧑‍🌾 Helped 200+ people with their queries on the subject at DPhi Community.
📑 Recent Article : Pondering over the methods to clean data in ML-problems.
🤹‍♀️ Fun Fact: I use to keep learning new techniques by participanting in the weekly/monthly Hackathons.
📃 Updated Resume : RESUME

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plaban1981 johnfelipe hetvi07 ashrafhussienmohamed otay-amel andykuo8766 mtahirsohail1 anpham100 farhan123806 sanjyotpanure patricknzita zainlau drcihanyilmaz abhay2132 issmahanekooza sohailkhanmarwat salman-aboholiqah samstev kanhaggarwal

breast-cancer-detection's Issues

Help with the Breast-Cancer-Detection weights file

Hi there, I'm a graduate student and my assignment is to use a pretrained model to evaluate an image, after loading and preprocessing it. Your code is great, except I can't access the weights file properly. (I have verified that I downloaded it and the file exists, etc.) Is it possible to send me a copy of the weights file directly? IF so, I would really appreciate! Or I can email you directly. Thanks very much! PlainJanePeck

Corrupt App.py File

I hope this email finds you well. I encountered an issue with the main file (app.py) of our Breast Cancer Detection project. It seems that the file is corrupt and showing the following error:-
Traceback (most recent call last):
File "app.py", line 4, in
from weights import download_weights
File "E:\PROJECT2\Breast-Cancer-Detection\weights.py", line 1, in
from google_drive_downloader import GoogleDriveDownloader as gdd
ModuleNotFoundError: No module named 'google_drive_downloader'

how can show all tags?

class_name=['Benigno con densidad=1','Maligno con densidad=1','Benigno con densidad=2','Maligno con densidad=2','Benigno con densidad=3','Maligno con densidad=3','Benigno con densidad=4','Maligno con densidad=4']

is not showing density and number completly

app.py not working need help!!!!!

ImportError: cannot import name 'ParamSpec' from 'typing_extensions'

(env) root@felipe:~/Breast-Cancer-Detection# python3 app.py                     2022-06-05 06:05:49.297118: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
2022-06-05 06:05:49.297168: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
Traceback (most recent call last):
  File "app.py", line 7, in <module>
	import gradio as gr
  File "/root/Breast-Cancer-Detection/env/lib/python3.8/site-packages/gradio/__init__.py", line 3, in <module>
	import gradio.components as components
  File "/root/Breast-Cancer-Detection/env/lib/python3.8/site-packages/gradio/components.py", line 28, in <module>
	from gradio.blocks import Block
  File "/root/Breast-Cancer-Detection/env/lib/python3.8/site-packages/gradio/blocks.py", line 14, in <module>
	from fastapi.concurrency import run_in_threadpool
  File "/root/Breast-Cancer-Detection/env/lib/python3.8/site-packages/fastapi/__init__.py", line 7, in <module>
	from .applications import FastAPI as FastAPI
  File "/root/Breast-Cancer-Detection/env/lib/python3.8/site-packages/fastapi/applications.py", line 15, in <module>
	from fastapi import routing
  File "/root/Breast-Cancer-Detection/env/lib/python3.8/site-packages/fastapi/routing.py", line 22, in <module>
	from fastapi.datastructures import Default, DefaultPlaceholder
  File "/root/Breast-Cancer-Detection/env/lib/python3.8/site-packages/fastapi/datastructures.py", line 3, in <module>
	from starlette.datastructures import URL as URL  # noqa: F401
  File "/root/Breast-Cancer-Detection/env/lib/python3.8/site-packages/starlette/datastructures.py", line 7, in <module>
	from starlette.concurrency import run_in_threadpool
  File "/root/Breast-Cancer-Detection/env/lib/python3.8/site-packages/starlette/concurrency.py", line 11, in <module>
	from typing_extensions import ParamSpec
ImportError: cannot import name 'ParamSpec' from 'typing_extensions' (/root/Breast-Cancer-Detection/env/lib/python3.8/site-packages/typing_extensions.py)