feat: update new file

.gitattributes

@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+best_300.pt filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -0,0 +1,163 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+.idea/
+
+pCard3
+playing_card

app.py

@@ -0,0 +1,59 @@
+import gradio as gr
+import io
+from PIL import Image
+from flask import Flask, request
+from ultralytics import YOLO
+
+app = Flask(__name__)
+model = YOLO('best_300.pt')
+
+
+@app.route("/", methods=["POST", "GET"])
+def hello():
+    return {
+        "hello": "2"
+    }
+
+
+@app.route("/detect", methods=["POST"])
+def predict():
+    if not request.method == "POST":
+        return
+
+    if request.files.get("image"):
+        image_file = request.files["image"]
+        image_bytes = image_file.read()
+
+        conf = float(request.form.get("conf") or 0.45)
+        if conf > 1 or conf < 0:
+            conf = 0.5
+        img = Image.open(io.BytesIO(image_bytes))
+        results = model.predict(source=img, conf=conf)
+        _boxes = []
+        for result in results:
+            r = result.numpy()
+            names = r.names
+            boxes = r.boxes
+            for box in boxes:
+                b = box.xywh[0].tolist()  # get box coordinates in (top, left, bottom, right) format
+                c = int(box.cls[0])
+                cf = float(box.conf[0])
+                n = names[c]
+                _boxes.append({
+                    "label": c,
+                    'name': n,
+                    'probability': cf,
+                    'bounding': b
+
+                })
+        results_json = {
+            "boxes": _boxes,
+            "total": len(_boxes)
+        }
+        return results_json
+
+
+# ngrok_tunnel = ngrok.connect(8000)
+# print('Public URL:', ngrok_tunnel.public_url)
+# nest_asyncio.apply()
+app.run(host="0.0.0.0", port=8000)

predict.py

@@ -0,0 +1,31 @@
+import json
+
+from ultralytics import YOLO
+
+# Load a model
+model = YOLO('best_300.pt')  # load an official model
+# model = YOLO('path/to/best_300.pt')  # load a custom model
+
+# Predict with the model
+# results = model.predict(source='pCard3', save=True, save_txt=True,project="playing_card",name="predict")
+_boxes = []
+results = model.predict(source='pCard3/1.jpg', save=True, save_txt=True, project="playing_card", name="predict")
+# results = model('https://cdn.britannica.com/23/194523-050-E6C02DBE/selection-American-playing-cards-jack-queen-ace.jpg')
+for result in results:
+    r = result.numpy()
+    names = r.names
+    boxes = r.boxes
+    for box in boxes:
+            b = box.xywh[0].tolist()  # get box coordinates in (top, left, bottom, right) format
+            c = int(box.cls[0])
+            cf = float(box.conf[0])
+            n = names[c]
+            _boxes.append({
+                "label": c,
+                'name': n,
+                'probability': cf,
+                'bounding': b
+
+            })
+j = json.dumps(_boxes)
+print(_boxes)

requirements.txt

@@ -0,0 +1,6 @@
+urllib3==1.26.15
+ultralytics
+flask
+Pillow
+image
+gradio