# Project export: WasteWisely This document was generated by HackStack to give an AI agent context about a hackathon project. Sections are labeled with their provenance; content marked as truncated was cut to keep this document small. ## Project metadata - Hackathon: CruzHacks 2024 - Tagline: An AI-powered mobile application that helps people, especially children, understand how to classify any trash that they have in hand. Save the planet by throwing your WasteWisely! - Devpost: https://devpost.com/software/wastewisely - GitHub: https://github.com/softTam/TrashClassifier - Team: 4 GitHub contributor(s) — Hieu Duong (29 commits), shanleynguyen15 (12 commits), Tam Nguyen (6 commits), Trien Bang Huynh (4 commits) ## Devpost submission (written by the team) ### Inspiration The way we throw trash has a lot of impact on our environment. Not recycling recyclables or throwing landfill trash into recycling bins all cause negative impacts on our planet. However, now many people know how to classify trash correctly. This kind of knowledge is even harder for children to obtain. Thus, we developed WasteWisely, an application that helps people classify any trash that they have conveniently. ### What it does When one scans an image of any object using our app, our AI engines will tell you whether the object is (most likely) recyclable, disposable, or compostable. The app also gives engaging explanations about how to dispose the object that you scanned. ### How we built it We use ReactNative to develop UX/UI and Flask for the backend. We also use Google Cloud Vision AI to detect an object from the camera's picture. After getting what kind of object the image has, we use ChatGPT API to suggest how to handle the peace of waste best. ### Challenges we ran into Our projects have multiple components: ReactNative, Flask, Google Cloud Vision, ChatGPT API. We develop each aspect on a different computer. Thus, we ran into a lot of errors when trying to combine all components for deployment. For example, we got errors when sending images from the front-end to the back-end, or we got authentication errors when running ChatGPT API on a different computer. ### Accomplishments we're proud of We were proud that we have successfully managed all the complexities of full-stack development and AI technologies to develop a meaningful application for the planet. Our team also has two members who participated in a hackathon for the first time, but we were able to split our work equally and we all enjoy the process of developing the app. ### What we learned We learned how to incorporate Google Cloud Vision AI and ChatGPT APIs to our application to harness the power of these technologies. We also learned a lot about mobile development and full-stack development in general. ### What's next We still need to make the UX/UI look more engaging to attract young users. Also, the accuracy of pre-trained AI models is somewhat low for our project's objectives. Thus, we want to look into ways to customize our AI models to achieve higher accuracy. ## README (from the GitHub repository) No README available. ## Detected evidence (automated analysis) Indexed codebase: 51 recognized source files, 12 KB. - Express (technology) — detected in the code - Flask (technology) — detected in the code - JavaScript (language) — detected in the code - LangChain (technology) — detected in the code - OpenAI (technology) — detected in the code - Python (language) — detected in the code - PyTorch (technology) — detected in the code - React (technology) — detected in the code - TensorFlow (technology) — detected in the code ## Codebase structure (from repository index) ### Files (62 of 62) ``` .DS_Store Flask/chatgpt.py Flask/detect.py Flask/main.py Flask/norse-lens-411805-d1b767e58bfa.json Flask/readme.txt Flask/requirements.txt ObjectDetection/readme.txt ReactNative/.DS_Store ReactNative/.expo/devices.json ReactNative/.expo/metro/externals/assert/index.js ReactNative/.expo/metro/externals/async_hooks/index.js ReactNative/.expo/metro/externals/buffer/index.js ReactNative/.expo/metro/externals/child_process/index.js ReactNative/.expo/metro/externals/cluster/index.js ReactNative/.expo/metro/externals/console/index.js ReactNative/.expo/metro/externals/constants/index.js ReactNative/.expo/metro/externals/crypto/index.js ReactNative/.expo/metro/externals/dgram/index.js ReactNative/.expo/metro/externals/diagnostics_channel/index.js ReactNative/.expo/metro/externals/dns/index.js ReactNative/.expo/metro/externals/domain/index.js ReactNative/.expo/metro/externals/events/index.js ReactNative/.expo/metro/externals/fs/index.js ReactNative/.expo/metro/externals/fs/promises/index.js ReactNative/.expo/metro/externals/http/index.js ReactNative/.expo/metro/externals/http2/index.js ReactNative/.expo/metro/externals/https/index.js ReactNative/.expo/metro/externals/inspector/index.js ReactNative/.expo/metro/externals/module/index.js ReactNative/.expo/metro/externals/net/index.js ReactNative/.expo/metro/externals/os/index.js ReactNative/.expo/metro/externals/path/index.js ReactNative/.expo/metro/externals/perf_hooks/index.js ReactNative/.expo/metro/externals/process/index.js ReactNative/.expo/metro/externals/punycode/index.js ReactNative/.expo/metro/externals/querystring/index.js ReactNative/.expo/metro/externals/readline/index.js ReactNative/.expo/metro/externals/repl/index.js ReactNative/.expo/metro/externals/stream/index.js ReactNative/.expo/metro/externals/string_decoder/index.js ReactNative/.expo/metro/externals/timers/index.js ReactNative/.expo/metro/externals/tls/index.js ReactNative/.expo/metro/externals/trace_events/index.js ReactNative/.expo/metro/externals/tty/index.js ReactNative/.expo/metro/externals/url/index.js ReactNative/.expo/metro/externals/util/index.js ReactNative/.expo/metro/externals/v8/index.js ReactNative/.expo/metro/externals/vm/index.js ReactNative/.expo/metro/externals/wasi/index.js ReactNative/.expo/metro/externals/worker_threads/index.js ReactNative/.expo/metro/externals/zlib/index.js ReactNative/.expo/metro/polyfill.js ReactNative/.expo/metro/polyfill.native.js ReactNative/.expo/README.md ReactNative/App.js ReactNative/app.json ReactNative/babel.config.js ReactNative/package.json ReactNative/readme.txt ReactNative/src/components/Button.js requirements.txt ``` ### Dependencies - Flask/requirements.txt: aiofiles@@ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_0ar7qj9rcj/croot/aiofiles_1683773588297/work, aiohttp@==3.8.5, aiosignal@==1.3.1, aiosqlite@@ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_13w97vul7u/croot/aiosqlite_1683773912122/work, alabaster@@ file:///home/ktietz/src/ci/alabaster_1611921544520/work, altgraph@==0.17.3, anyio@@ file:///opt/concourse/worker/volumes/live/485b0f52-1188-482a-6285-65a36c8fa8a6/volume/anyio_1644481714856/work/dist, appdirs@==1.4.4, applaunchservices@@ 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aiosignal@==1.3.1, annotated-types@==0.6.0, anyio@==3.7.1, appnope@==0.1.3, argon2-cffi@==21.3.0, argon2-cffi-bindings@==21.2.0, arrow@==1.2.3, asttokens@==2.2.1, astunparse@==1.6.3, async-lru@==2.0.3, async-timeout@==4.0.3, attrs@==23.1.0, Babel@==2.12.1, backcall@==0.2.0, beautifulsoup4@==4.12.2, bleach@==6.0.0, blinker@==1.6.2, bs4@==0.0.1, cachetools@==5.3.1, certifi@==2023.11.17, cffi@==1.15.1, chardet@==4.0.0, charset-normalizer@==2.0.12, click@==8.0.1, comm@==0.1.3, contourpy@==1.1.0, cycler@==0.11.0, debugpy@==1.6.7, decorator@==5.1.1, defusedxml@==0.7.1, distro@==1.9.0, executing@==1.2.0, fastjsonschema@==2.18.0, Flask@==2.0.1, Flask-Cors@==4.0.0, Flask-Login@==0.6.2, Flask-SQLAlchemy@==3.0.5, flatbuffers@==23.5.26, fonttools@==4.41.1, fqdn@==1.5.1, frozenlist@==1.4.0, gast@==0.4.0, gensim@==4.3.1, google-api-core@==2.12.0, google-api-python-client@==2.105.0, google-auth@==2.22.0, google-auth-httplib2@==0.1.1, google-auth-oauthlib@==1.0.0, google-cloud@==0.34.0, 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mock-open@==1.4.0, multidict@==6.0.4, nba-api@==1.2.1, nbclient@==0.8.0, nbconvert@==7.7.3, nbformat@==5.9.1, nest-asyncio@==1.5.6, networkx@==3.1, nltk@==3.8.1, notebook@==7.0.0, notebook_shim@==0.2.3, numpy@==1.24.3, oauth2client@==4.1.3, oauthlib@==3.2.2, openai@==1.8.0, opt-einsum@==3.3.0, overrides@==7.3.1, packaging@==23.1, pandas@==2.0.3, pandocfilters@==1.5.0, parso@==0.8.3, pexpect@==4.8.0, pickleshare@==0.7.5, Pillow@==10.0.0, platformdirs@==3.9.1, prometheus-client@==0.17.1, prompt-toolkit@==3.0.39, protobuf@==4.23.4, psutil@==5.9.5, ptyprocess@==0.7.0, pure-eval@==0.2.2, pyasn1@==0.5.0, pyasn1-modules@==0.3.0, pycparser@==2.21, pydantic@==2.5.3, pydantic_core@==2.14.6, Pygments@==2.15.1, pyparsing@==3.0.9, python-dateutil@==2.8.2, python-json-logger@==2.0.7, pytz@==2023.3, PyYAML@==6.0.1, pyzmq@==25.1.0, qtconsole@==5.4.3, QtPy@==2.3.1, randomuser@==1.6, referencing@==0.30.0, regex@==2023.6.3, requests@==2.26.0, requests-oauthlib@==1.3.1, rfc3339-validator@==0.1.4, rfc3986-validator@==0.1.1, rpds-py@==0.9.2, rsa@==4.9, scipy@==1.11.1, Send2Trash@==1.8.2, sentiment-analysis@==0.1.5, simplegmail@==4.1.1, six@==1.16.0, sklearn@==0.0.post7, smart-open@==6.3.0, sniffio@==1.3.0, soupsieve@==2.4.1, SQLAlchemy@==2.0.19, stack-data@==0.6.2, stripe@==6.0.0, tensorboard@==2.13.0, tensorboard-data-server@==0.7.1, tensorflow@==2.13.0, tensorflow-estimator@==2.13.0, tensorflow-macos@==2.13.0, termcolor@==2.3.0, terminado@==0.17.1, tinycss2@==1.2.1, toml@==0.10.2, tornado@==6.3.2, tqdm@==4.65.0, traitlets@==5.9.0, typing_extensions@==4.9.0, tzdata@==2023.3, uri-template@==1.3.0, uritemplate@==4.1.1, urllib3@==1.26.16, wcwidth@==0.2.6, webcolors@==1.13, webencodings@==0.5.1, websocket-client@==1.6.1, Werkzeug@==2.0.1, widgetsnbextension@==4.0.8, wrapt@==1.15.0, yarl@==1.9.2 ### Recent commits (newest first) - final - asd - fa - a - v - asc - Add files via upload - Delete ReactNative/assets/logowaste.jpeg - asca - qwr - delete allowed_name" - Delete ReactNative/assets/applogo1.png - Delete ReactNative/assets/titlelogo5.jpeg - Delete ReactNative/assets/titleapp.png - Merge branch 'main' of https://github.com/softTam/TrashClassifier - fa - Add files via upload - Add files via upload - Add files via upload - Update response ## Key source files (fetched from GitHub, selected and truncated for size) ### requirements.txt ``` absl-py==1.4.0 aiohttp==3.8.5 aiosignal==1.3.1 annotated-types==0.6.0 anyio==3.7.1 appnope==0.1.3 argon2-cffi==21.3.0 argon2-cffi-bindings==21.2.0 arrow==1.2.3 asttokens==2.2.1 astunparse==1.6.3 async-lru==2.0.3 async-timeout==4.0.3 attrs==23.1.0 Babel==2.12.1 backcall==0.2.0 beautifulsoup4==4.12.2 bleach==6.0.0 blinker==1.6.2 bs4==0.0.1 cachetools==5.3.1 certifi==2023.11.17 cffi==1.15.1 chardet==4.0.0 charset-normalizer==2.0.12 click==8.0.1 comm==0.1.3 contourpy==1.1.0 cycler==0.11.0 debugpy==1.6.7 decorator==5.1.1 defusedxml==0.7.1 distro==1.9.0 executing==1.2.0 fastjsonschema==2.18.0 Flask==2.0.1 Flask-Cors==4.0.0 Flask-Login==0.6.2 Flask-SQLAlchemy==3.0.5 flatbuffers==23.5.26 fonttools==4.41.1 fqdn==1.5.1 frozenlist==1.4.0 gast==0.4.0 gensim==4.3.1 google-api-core==2.12.0 google-api-python-client==2.105.0 google-auth==2.22.0 google-auth-httplib2==0.1.1 google-auth-oauthlib==1.0.0 google-cloud==0.34.0 google-pasta==0.2.0 googleapis-common-protos==1.61.0 grpcio==1.56.2 h11==0.14.0 h5py==3.9.0 html5lib==1.1 httpcore==1.0.2 httplib2==0.22.0 httpx==0.26.0 idna==3.2 ipykernel==6.25.0 ipython==8.14.0 ipython-genutils==0.2.0 ipywidgets==8.0.7 isoduration==20.11.0 itsdangerous==2.0.1 jedi==0.18.2 Jinja2==3.0.1 joblib==1.3.1 JPype1==1.4.1 json5==0.9.14 jsonpointer==2.4 jsonschema==4.18.4 jsonschema-specifications==2023.7.1 jupyter==1.0.0 jupyter-console==6.6.3 jupyter-events==0.6.3 jupyter-lsp==2.2.0 jupyter_client==8.3.0 jupyter_core==5.3.1 jupyter_server==2.7.0 jupyter_server_terminals==0.4.4 jupyterlab==4.0.3 jupyterlab-pygments==0.2.2 jupyterlab-widgets==3.0.8 jupyterlab_server==2.24.0 keras==2.13.1 kiwisolver==1.4.4 konlpy==0.6.0 langdetect==1.0.9 lexrankr==1.0 libclang==16.0.6 lxml==4.9.3 Markdown==3.4.4 MarkupSafe==2.0.1 matplotlib==3.7.2 matplotlib-inline==0.1.6 mistune==3.0.1 mock-open==1.4.0 multidict==6.0.4 nba-api==1.2.1 nbclient==0.8.0 nbconvert==7.7.3 nbformat==5.9.1 nest-asyncio==1.5.6 networkx==3.1 nltk==3.8.1 notebook==7.0.0 notebook_shim==0.2.3 numpy==1.24.3 oauth2client==4.1.3 oauthlib==3.2.2 openai==1.8.0 opt-einsum==3.3.0 overrides==7.3.1 packaging==23.1 pandas==2.0.3 pandocfilters==1.5.0 parso==0.8.3 pexpect==4.8.0 pickleshare==0.7.5 Pillow==10.0.0 platformdirs==3.9.1 prometheus-client==0.17.1 prompt-toolkit==3.0.39 protobuf==4.23.4 psutil==5.9.5 ptyprocess==0.7.0 pure-eval==0.2.2 pyasn1==0.5.0 pyasn1-modules==0.3.0 pycparser==2.21 pydantic==2.5.3 pydantic_core==2.14.6 Pygments==2.15.1 pyparsing==3.0.9 python-dateutil==2.8.2 python-json-logger==2.0.7 pytz==2023.3 PyYAML==6.0.1 pyzmq==25.1.0 qtconsole==5.4.3 QtPy==2.3.1 randomuser==1.6 referencing==0.30.0 regex==2023.6.3 requests==2.26.0 requests-oauthlib==1.3.1 rfc3339-validator==0.1.4 rfc3986-validator==0.1.1 rpds-py==0.9.2 rsa==4.9 scipy==1.11.1 Send2Trash==1.8.2 sentiment-analysis==0.1.5 simplegmail==4.1.1 six==1.16.0 sklearn==0.0.post7 smart-open==6.3.0 sniffio==1.3.0 soupsieve==2.4.1 SQLAlchemy==2.0.19 stack-data==0.6.2 stripe==6.0.0 tensorboard==2.13.0 tensorboard-data-server==0.7.1 tensorflow==2.13.0 tensorflow-estimator==2.13.0 tensorflow-macos==2.13.0 termcolor==2.3.0 terminado==0.17.1 tinycss2==1.2.1 toml==0.10.2 tornado==6.3.2 tqdm==4.65.0 traitlets==5.9.0 typing_extensions==4.9.0 tzdata==2023.3 uri-template==1.3.0 uritemplate==4.1.1 urllib3==1.26.16 wcwidth==0.2.6 webcolors==1.13 webencodings==0.5.1 websocket-client==1.6.1 Werkzeug==2.0.1 widgetsnbextension==4.0.8 wrapt==1.15.0 yarl==1.9.2 ``` ### ReactNative/package.json ``` { "name": "trashapp", "version": "1.0.0", "main": "node_modules/expo/AppEntry.js", "scripts": { "start": "expo start", "android": "expo start --android", "ios": "expo start --ios", "web": "expo start --web" }, "dependencies": { "body-parser": "^1.20.2", "expo": "~50.0.2", "expo-camera": "~14.0.1", "expo-media-library": "~15.9.1", "expo-status-bar": "~1.11.1", "express": "^4.18.2", "multer": "^1.4.5-lts.1", "react": "18.2.0", "react-native": "0.73.2" }, "devDependencies": { "@babel/core": "^7.20.0" }, "private": true } ``` ### Flask/requirements.txt ``` aiofiles @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_0ar7qj9rcj/croot/aiofiles_1683773588297/work aiohttp==3.8.5 aiosignal==1.3.1 aiosqlite @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_13w97vul7u/croot/aiosqlite_1683773912122/work alabaster @ file:///home/ktietz/src/ci/alabaster_1611921544520/work altgraph==0.17.3 anyio @ file:///opt/concourse/worker/volumes/live/485b0f52-1188-482a-6285-65a36c8fa8a6/volume/anyio_1644481714856/work/dist appdirs==1.4.4 applaunchservices @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_96v71vcny2/croots/recipe/applaunchservices_1661854626389/work appnope @ file:///opt/concourse/worker/volumes/live/6ca6f098-d773-4461-5c91-a24a17435bda/volume/appnope_1606859448531/work appscript @ file:///opt/concourse/worker/volumes/live/00049ed6-6263-4a6e-72b9-9d990f6e2f07/volume/appscript_1611427000595/work argon2-cffi @ file:///opt/conda/conda-bld/argon2-cffi_1645000214183/work argon2-cffi-bindings @ file:///opt/concourse/worker/volumes/live/42cf1b28-e71f-45ed-47b2-50f828088636/volume/argon2-cffi-bindings_1644569709119/work arrow @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_449ar138g4/croot/arrow_1676589330046/work astral==3.2 astroid @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_fcesavn3e6/croot/astroid_1676904311658/work astropy @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_0a17b8e9-1fad-48c5-91fb-b4dded6b289flor4xw5u/croots/recipe/astropy_1657786108950/work asttokens @ file:///opt/conda/conda-bld/asttokens_1646925590279/work async-timeout==4.0.2 atomicwrites==1.4.0 attrs @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_33k1uces4n/croot/attrs_1668696162258/work Automat @ file:///tmp/build/80754af9/automat_1600298431173/work autopep8 @ file:///opt/conda/conda-bld/autopep8_1650463822033/work azure-cognitiveservices-vision-computervision==0.9.0 azure-common==1.1.28 azure-core==1.29.7 Babel @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_59c7q3smap/croot/babel_1671781946809/work backcall @ file:///home/ktietz/src/ci/backcall_1611930011877/work backports.functools-lru-cache @ file:///tmp/build/80754af9/backports.functools_lru_cache_1618170165463/work backports.tempfile @ file:///home/linux1/recipes/ci/backports.tempfile_1610991236607/work backports.weakref==1.0.post1 bcrypt @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_b550nfy8c3/croots/recipe/bcrypt_1659554333520/work beautifulsoup4 @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_bczxn9gqkq/croot/beautifulsoup4-split_1681493044307/work binaryornot @ file:///tmp/build/80754af9/binaryornot_1617751525010/work bitarray @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_99410e05-b235-43fd-a31c-8dd2d61509a4vi1pzh3o/croots/recipe/bitarray_1657739652745/work bkcharts==0.2 black @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_1f1pcodmuo/croot/black_1680737253550/work bleach @ file:///opt/conda/conda-bld/bleach_1641577558959/work blinker==1.6.2 bokeh @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_f0dguf6k4i/croot/bokeh_1684534020835/work boltons @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_afe23cncsc/croot/boltons_1677628707735/work boto3 @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_7466793a-6ce0-4cc8-b633-fb7f60016ad6lnn62tpt/croots/recipe/boto3_1657820107850/work botocore @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_39qhrpmtha/croot/botocore_1667494036018/work Bottleneck @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_29949159-f86f-474b-bc1f-aaa1e0e222b4ofusifik/croots/recipe/bottleneck_1657175564045/work brotlipy==0.7.0 cached-property @ file:///tmp/build/80754af9/cached-property_1600785575025/work cachetools==5.3.2 certifi==2023.7.22 cffi @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_1b0qzba5nr/croot/cffi_1670423213150/work cfgrib==0.9.10.3 cftime @ file:///Users/runner/miniforge3/conda-bld/cftime_1666834122750/work chardet==3.0.4 charset-normalizer @ file:///tmp/build/80754af9/charset-normalizer_1630003229654/work click==8.1.3 cloudpickle @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_c57ujq_pgm/croot/cloudpickle_1683040025620/work clyent==1.2.2 colorama @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_f5t80kwp9l/croot/colorama_1672386533201/work colorcet @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_90eyh6cp1r/croot/colorcet_1668084492169/work comm @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_0b9r9i3b7k/croot/comm_1671231125581/work conda @ file:///Users/runner/miniforge3/conda-bld/conda_1690553040644/work conda-build @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_c8poihhv7b/croot/conda-build_1690381796903/work conda-package-handling @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_f61sssj1s3/croot/conda-package-handling_1685024797154/work conda-verify==3.4.2 conda_index @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_78spjz52va/croot/conda-index_1672127330881/work conda_package_streaming @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_78ue32m8ay/croot/conda-package-streaming_1685019689310/work constantly==15.1.0 contourpy @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_17gskqgptz/croots/recipe/contourpy_1663827415320/work cookiecutter @ file:///opt/conda/conda-bld/cookiecutter_1649151442564/work cryptography @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_e2pplk40z3/croot/cryptography_1689373680118/work cssselect==1.1.0 cycler @ file:///tmp/build/80754af9/cycler_1637851556182/work Cython @ file:///private/var/folders/sy/f16zz6x50xz3113nwtb9bvq00000gp/T/abs_7abyhfzdh0/croot/cython_1690297256635/w [truncated — 37269 more characters] ``` ### Flask/main.py ```python from flask import Flask, request, jsonify from detect import localize_objects import os from werkzeug.utils import secure_filename from chatgpt import solution app = Flask(__name__) UPLOAD_FOLDER="./images" app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER @app.route('/media/upload', methods = ['POST']) def upload_media(): if 'file' not in request.files: return jsonify({'error':'media not provided'}), 400 file = request.files['file'] if file.filename == '': return jsonify({'error':'no file selected'}), 400 if file: filename = secure_filename(file.filename) file.save(os.path.join(app.config['UPLOAD_FOLDER'], filename)) response_string=localize_objects(f"./images/{filename}") response_string = solution(response_string) # response = jsonify({'msg': response_string}) response = jsonify(response_string) os.remove(f'./images/{filename}') return response return jsonify({'error':'no file exisited'}), 400 @app.route('/') def hello(): url=localize_objects("./images/banana.jpeg") return jsonify({'say' : url}) # return "Hello" if __name__ == '__main__': app.run(port=8000,debug=1) ``` ### ReactNative/App.js ```javascript import React, { useState, useEffect, useRef} from 'react'; import { StyleSheet, Text, View, Image, TouchableOpacity, Modal, Animated, TouchableWithoutFeedback } from 'react-native'; import { Camera, CameraType } from 'expo-camera'; import { Entypo } from '@expo/vector-icons' import * as MediaLibrary from 'expo-media-library'; import Button from './src/components/Button'; export default function App() { const [hasCameraPermission, setHasCameraPermission] = useState(null); const [image, setImage] = useState(null); const [type, setType] = useState(Camera.Constants.Type.back); const [flash, setFlash] = useState(Camera.Constants.FlashMode.off); const cameraRef = useRef(null); const [isModalVisible, setIsModalVisible] = useState(false); const [myLabel, setMyLabel] = useState("Few Seconds ..."); const [mySolution, setMySolution] = useState("") functionCombined = () => { setIsModalVisible(false); setMyLabel('Few seconds ...'); setMySolution(''); } useEffect(() => { (async () => { MediaLibrary.requestPermissionsAsync(); const cameraStatus = await Camera.requestCameraPermissionsAsync(); setHasCameraPermission(cameraStatus.status === "granted"); })(); }, []); if(hasCameraPermission === false) { return No access to camera } const takePicture = async () => { if(cameraRef) { try{ setIsModalVisible(true); const photo = await cameraRef.current.takePictureAsync(); console.log(photo); const image = new FormData(); image.append("file", { name: 'file', type: photo.type, uri: photo.uri, }); // {"file": photo.uri} fetch("http://rnjnr-169-233-211-29.a.free.pinggy.link/media/upload", { method: "POST", body: image }) .then(response => response.json()) .then(response => { console.log(response) setMyLabel(response['Category']) setMySolution(response['Msg']) console.log("upload succes", response['Category']); this.setState({ photo: null }); }) .catch(error => { }); } catch(e) { console.log(e); } } } return ( {!image ? : }