2025-06-09T17:31:56,163 Created temporary directory: /tmp/pip-build-tracker-ssyphpwh
2025-06-09T17:31:56,164 Initialized build tracking at /tmp/pip-build-tracker-ssyphpwh
2025-06-09T17:31:56,165 Created build tracker: /tmp/pip-build-tracker-ssyphpwh
2025-06-09T17:31:56,165 Entered build tracker: /tmp/pip-build-tracker-ssyphpwh
2025-06-09T17:31:56,166 Created temporary directory: /tmp/pip-wheel-90ewt6n4
2025-06-09T17:31:56,171 Created temporary directory: /tmp/pip-ephem-wheel-cache-_5z6sz3n
2025-06-09T17:31:56,220 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple
2025-06-09T17:31:56,222 2 location(s) to search for versions of cvlearn:
2025-06-09T17:31:56,222 * https://pypi.org/simple/cvlearn/
2025-06-09T17:31:56,222 * https://www.piwheels.org/simple/cvlearn/
2025-06-09T17:31:56,223 Fetching project page and analyzing links: https://pypi.org/simple/cvlearn/
2025-06-09T17:31:56,224 Getting page https://pypi.org/simple/cvlearn/
2025-06-09T17:31:56,225 Found index url https://pypi.org/simple/
2025-06-09T17:31:56,522 Fetched page https://pypi.org/simple/cvlearn/ as application/vnd.pypi.simple.v1+json
2025-06-09T17:31:56,525   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/ec/68/4f61c181834dd1510c6b348918550ed0d8fe5199f17d3cd8165a3ebeea3d/cvlearn-0.0.5-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,526   Found link https://files.pythonhosted.org/packages/78/4a/6fe350174300e9fe867e88c90290264c43fca660f44148c079f47164d9c9/cvlearn-0.0.5.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.0.5
2025-06-09T17:31:56,527   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/7c/72/9ed1c07df5c15a3c000abb36bf7d37592746aaf287e0919c7cf2ba09affb/cvlearn-0.0.6-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,527   Found link https://files.pythonhosted.org/packages/86/f2/4d93c9edd656285861946ce916bec06e2614de3881adbd6d2ca5ce27058f/cvlearn-0.0.6.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.0.6
2025-06-09T17:31:56,528   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/22/e4/754ebce956c408a36ae589bd63f235aa6f5b50548e2b2e2de288906df7a5/cvlearn-0.0.7-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,529   Found link https://files.pythonhosted.org/packages/2d/ff/5342e6c093d8b00e0c1cd984711eaa4f753f6edc9fd74eb975d0245c5905/cvlearn-0.0.7.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.0.7
2025-06-09T17:31:56,530   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/fd/de/971cfe31375de6218ad39617befa054200630fe86e64299919caace8d427/cvlearn-0.0.8-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,531   Found link https://files.pythonhosted.org/packages/58/24/176c3969b4e227c8ec83715a89f3885a85d000b0a16513d25f9416a22d40/cvlearn-0.0.8.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.0.8
2025-06-09T17:31:56,531   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/04/4e/12570e6e9d039f74407975d30507d0731648daa37ea4b64a034c51e714f1/cvlearn-0.0.9-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,532   Found link https://files.pythonhosted.org/packages/8d/4a/f35ee1541c205e754c8263935fd8d142f73018afc91df8071ab56bac25cb/cvlearn-0.0.9.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.0.9
2025-06-09T17:31:56,533   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/f1/16/5896673c1fdd52390c58851980148f7b347912447b85d7c4f95bd84a6bfe/cvlearn-0.1.0-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,533   Found link https://files.pythonhosted.org/packages/a4/7d/0d53cec05d64e825a7fb991d3c98dc4b5d856ed1296fab5ab6b8d2eca630/cvlearn-0.1.0.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.1.0
2025-06-09T17:31:56,534   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/fd/7b/6913ee3afd01f8817e9269136d0932c909e5c468004fb868f6ed47bd67ba/cvlearn-0.1.1-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,535   Found link https://files.pythonhosted.org/packages/a7/61/f6c3c826841188720817d701a532b2393aee2238a96e65d7d617b337a2a2/cvlearn-0.1.1.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.1.1
2025-06-09T17:31:56,536   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/8d/bb/f68f19bea9987d8cf37d73231952a70bcdc761a5bb18ca51dd20678385f4/cvlearn-0.1.2-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,536   Found link https://files.pythonhosted.org/packages/43/08/1b0875dbc76ad9759ecda11eecf279aad96fd43f975623f66fb22149236d/cvlearn-0.1.2.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.1.2
2025-06-09T17:31:56,537   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/67/e1/0e8ddbfe66637f36b55fa87744614317c3251bdbb0a093772fad549f08a5/cvlearn-0.1.3-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,538   Found link https://files.pythonhosted.org/packages/a3/c6/7af10853916310d4cb36f2f3cd11cca848689a3c8d1215d95cf5e56d4a99/cvlearn-0.1.3.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.1.3
2025-06-09T17:31:56,538   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/c7/38/dbda4ff557c0b17b1cc5331cf66b9be9ed3b2628d9d0c78133b305dc93f1/cvlearn-0.2.3-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,539   Found link https://files.pythonhosted.org/packages/59/23/77026b6972339a22b6c9491f1bd2bfde11e16962ac1e7651144cb99541d9/cvlearn-0.2.3.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.2.3
2025-06-09T17:31:56,539   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/72/23/a01312908126edd709ff3b48a293ffb627087c2a284fbf17d27c1cab47b9/cvlearn-0.3.3-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,540   Found link https://files.pythonhosted.org/packages/ad/f0/4ca43733908aaa3d2621bb5c4165c9aba53c0fe75c339c7f7781d11a767b/cvlearn-0.3.3.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.3.3
2025-06-09T17:31:56,541   Skipping link: No binaries permitted for cvlearn: https://files.pythonhosted.org/packages/33/ea/27944a646fde84d0585e076d818bd9f38f267a248d9606d071616393d5bb/cvlearn-0.4.3-py3-none-any.whl (from https://pypi.org/simple/cvlearn/)
2025-06-09T17:31:56,541   Found link https://files.pythonhosted.org/packages/fa/99/573d4cf3d968fdbd4e0be5364a7484f881f4608f267ac2f8dd35d0d8d852/cvlearn-0.4.3.tar.gz (from https://pypi.org/simple/cvlearn/), version: 0.4.3
2025-06-09T17:31:56,542 Fetching project page and analyzing links: https://www.piwheels.org/simple/cvlearn/
2025-06-09T17:31:56,543 Getting page https://www.piwheels.org/simple/cvlearn/
2025-06-09T17:31:56,544 Found index url https://www.piwheels.org/simple/
2025-06-09T17:31:56,702 WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: certificate is not yet valid (_ssl.c:992)'))': /simple/cvlearn/
2025-06-09T17:31:57,358 WARNING: Retrying (Retry(total=3, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: certificate is not yet valid (_ssl.c:992)'))': /simple/cvlearn/
2025-06-09T17:31:58,514 WARNING: Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: certificate is not yet valid (_ssl.c:992)'))': /simple/cvlearn/
2025-06-09T17:32:00,673 WARNING: Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: certificate is not yet valid (_ssl.c:992)'))': /simple/cvlearn/
2025-06-09T17:32:04,842 WARNING: Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: certificate is not yet valid (_ssl.c:992)'))': /simple/cvlearn/
2025-06-09T17:32:05,004 Could not fetch URL https://www.piwheels.org/simple/cvlearn/: There was a problem confirming the ssl certificate: HTTPSConnectionPool(host='www.piwheels.org', port=443): Max retries exceeded with url: /simple/cvlearn/ (Caused by SSLError(SSLCertVerificationError(1, '[SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: certificate is not yet valid (_ssl.c:992)'))) - skipping
2025-06-09T17:32:05,006 Skipping link: not a file: https://www.piwheels.org/simple/cvlearn/
2025-06-09T17:32:05,006 Skipping link: not a file: https://pypi.org/simple/cvlearn/
2025-06-09T17:32:05,026 Given no hashes to check 1 links for project 'cvlearn': discarding no candidates
2025-06-09T17:32:05,028 Collecting cvlearn==0.3.3
2025-06-09T17:32:05,030   Created temporary directory: /tmp/pip-unpack-zkvf1bqw
2025-06-09T17:32:05,259   Downloading cvlearn-0.3.3.tar.gz (8.0 kB)
2025-06-09T17:32:05,299   Added cvlearn==0.3.3 from https://files.pythonhosted.org/packages/ad/f0/4ca43733908aaa3d2621bb5c4165c9aba53c0fe75c339c7f7781d11a767b/cvlearn-0.3.3.tar.gz to build tracker '/tmp/pip-build-tracker-ssyphpwh'
2025-06-09T17:32:05,301   Running setup.py (path:/tmp/pip-wheel-90ewt6n4/cvlearn_eaab464cf5c14bfaa6deb8970f9e322e/setup.py) egg_info for package cvlearn
2025-06-09T17:32:05,302   Created temporary directory: /tmp/pip-pip-egg-info-9ub4jkhe
2025-06-09T17:32:05,303   Preparing metadata (setup.py): started
2025-06-09T17:32:05,304   Running command python setup.py egg_info
2025-06-09T17:32:06,253   # cvlearn

2025-06-09T17:32:06,254   An easy-to-use package that helps with hand tracking, face detection, and more using OpenCV.

2025-06-09T17:32:06,255   ---

2025-06-09T17:32:06,256   ## Installation

2025-06-09T17:32:06,257   * Use **Python 3.x**
2025-06-09T17:32:06,258   * Open your terminal or command prompt and run:

2025-06-09T17:32:06,259   ```bash
2025-06-09T17:32:06,259   pip install cvlearn
2025-06-09T17:32:06,260   ```

2025-06-09T17:32:06,261   ---

2025-06-09T17:32:06,262   ## Dependencies

2025-06-09T17:32:06,263   * python 3.x
2025-06-09T17:32:06,264   * opencv-python
2025-06-09T17:32:06,264   * numpy
2025-06-09T17:32:06,265   * mediapipe

2025-06-09T17:32:06,266   ---

2025-06-09T17:32:06,267   ## Examples

2025-06-09T17:32:06,268   ### Hand Tracking

2025-06-09T17:32:06,269   ```python
2025-06-09T17:32:06,270   from cvlearn import HandTrackingModule as handTracker
2025-06-09T17:32:06,271   import cv2

2025-06-09T17:32:06,272   cap = cv2.VideoCapture(0)
2025-06-09T17:32:06,272   detector = handTracker.handDetector()

2025-06-09T17:32:06,273   while True:
2025-06-09T17:32:06,274       ret, img = cap.read()
2025-06-09T17:32:06,274       img = detector.findHands(img)

2025-06-09T17:32:06,276       cv2.imshow("Result", img)
2025-06-09T17:32:06,276       cv2.waitKey(1)
2025-06-09T17:32:06,277   ```

2025-06-09T17:32:06,278   **Result:**

2025-06-09T17:32:06,279   ![Hand Tracking](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/handTracking.jpg)

2025-06-09T17:32:06,280   ---

2025-06-09T17:32:06,281   ### Face Detection

2025-06-09T17:32:06,282   ```python
2025-06-09T17:32:06,283   from cvlearn import FaceDetection as faceDetector
2025-06-09T17:32:06,283   import cv2

2025-06-09T17:32:06,284   cap = cv2.VideoCapture(0)
2025-06-09T17:32:06,285   detector = faceDetector.FaceDetector()

2025-06-09T17:32:06,286   while True:
2025-06-09T17:32:06,287       ret, img = cap.read()
2025-06-09T17:32:06,288       img = detector.findFaces(img)

2025-06-09T17:32:06,289       cv2.imshow("Result", img)
2025-06-09T17:32:06,289       cv2.waitKey(1)
2025-06-09T17:32:06,290   ```

2025-06-09T17:32:06,291   **Result:**

2025-06-09T17:32:06,293   ![Face Detection](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/faceDetection.jpg)

2025-06-09T17:32:06,294   **Side View:**

2025-06-09T17:32:06,295   ![Face Side View](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/faceDetection2.jpg)

2025-06-09T17:32:06,296   ---

2025-06-09T17:32:06,296   ### Face Mesh

2025-06-09T17:32:06,297   ```python
2025-06-09T17:32:06,298   from cvlearn import FaceMesh as fms
2025-06-09T17:32:06,298   import cv2

2025-06-09T17:32:06,299   cap = cv2.VideoCapture(0)
2025-06-09T17:32:06,300   detector = fms.FaceMeshDetector()

2025-06-09T17:32:06,301   while True:
2025-06-09T17:32:06,301       ret, img = cap.read()
2025-06-09T17:32:06,302       img, face = detector.findFaceMesh(img)

2025-06-09T17:32:06,303       cv2.imshow("Result", img)
2025-06-09T17:32:06,303       cv2.waitKey(1)
2025-06-09T17:32:06,304   ```

2025-06-09T17:32:06,305   **Result:**

2025-06-09T17:32:06,306   ![Face Mesh](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/faceMesh.jpg)

2025-06-09T17:32:06,307   ---

2025-06-09T17:32:06,308   ### Finger Counting

2025-06-09T17:32:06,309   ```python
2025-06-09T17:32:06,309   from cvlearn import FingerCounter as fc
2025-06-09T17:32:06,310   import cvlearn.HandTrackingModule as handTracker
2025-06-09T17:32:06,310   import cv2

2025-06-09T17:32:06,311   cap = cv2.VideoCapture(0)
2025-06-09T17:32:06,312   detector = handTracker.handDetector(maxHands=1)
2025-06-09T17:32:06,312   counter = fc.FingerCounter()

2025-06-09T17:32:06,313   while True:
2025-06-09T17:32:06,314       ret, frame = cap.read()
2025-06-09T17:32:06,314       frame = cv2.flip(frame, 180)

2025-06-09T17:32:06,315       frame = detector.findHands(frame)
2025-06-09T17:32:06,316       lmList, bbox = detector.findPosition(frame)

2025-06-09T17:32:06,317       if lmList:
2025-06-09T17:32:06,318           frame = counter.drawCountedFingers(frame, lmList, bbox)

2025-06-09T17:32:06,319       cv2.imshow("res", frame)
2025-06-09T17:32:06,319       key = cv2.waitKey(1)
2025-06-09T17:32:06,320       if key == 27:
2025-06-09T17:32:06,320           break

2025-06-09T17:32:06,321   cv2.destroyAllWindows()
2025-06-09T17:32:06,322   ```

2025-06-09T17:32:06,323   **Result:**

2025-06-09T17:32:06,324   ![Finger Counter](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/fingerCounter.jpg)

2025-06-09T17:32:06,325   ---

2025-06-09T17:32:06,326   ### Two Hands Finger Counting

2025-06-09T17:32:06,327   ```python
2025-06-09T17:32:06,328   from cvlearn import TwoHandsFingerCounter as fc
2025-06-09T17:32:06,328   import cv2

2025-06-09T17:32:06,329   cap = cv2.VideoCapture(0)
2025-06-09T17:32:06,330   counter = fc.FingerCounter()

2025-06-09T17:32:06,331   while True:
2025-06-09T17:32:06,331       ret, frame = cap.read()
2025-06-09T17:32:06,332       frame = counter.drawCountedFingers(frame)

2025-06-09T17:32:06,333       cv2.imshow("res", frame)
2025-06-09T17:32:06,334       key = cv2.waitKey(1)
2025-06-09T17:32:06,334       if key == 27:
2025-06-09T17:32:06,335           break

2025-06-09T17:32:06,336   cv2.destroyAllWindows()
2025-06-09T17:32:06,336   ```

2025-06-09T17:32:06,337   **Result:**

2025-06-09T17:32:06,339   ![Two Hands Counter](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/MultipleHandsFingerCounter.jpg)

2025-06-09T17:32:06,340   ---

2025-06-09T17:32:06,341   ### Pose Detection

2025-06-09T17:32:06,342   ```python
2025-06-09T17:32:06,343   import cv2
2025-06-09T17:32:06,343   import cvlearn
2025-06-09T17:32:06,344   from cvlearn import PoseDetector, Utils

2025-06-09T17:32:06,345   cap = cv2.VideoCapture(0)
2025-06-09T17:32:06,345   detector = PoseDetector.PoseDetector(detectionCon=0.5, trackCon=0.5)

2025-06-09T17:32:06,347   while True:
2025-06-09T17:32:06,347       success, img = cap.read()
2025-06-09T17:32:06,348       img = detector.findPose(img)
2025-06-09T17:32:06,348       lmList = detector.findLandmarks(img)

2025-06-09T17:32:06,350       cv2.imshow("Image", img)
2025-06-09T17:32:06,350       if cv2.waitKey(1) & 0xFF == ord('q'):
2025-06-09T17:32:06,351           break

2025-06-09T17:32:06,352   cap.release()
2025-06-09T17:32:06,353   cv2.destroyAllWindows()
2025-06-09T17:32:06,353   ```

2025-06-09T17:32:06,354   **Result:**

2025-06-09T17:32:06,355   ![Pose Detection](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/poseDetection.jpg)

2025-06-09T17:32:06,356   running egg_info
2025-06-09T17:32:06,356   creating /tmp/pip-pip-egg-info-9ub4jkhe/cvlearn.egg-info
2025-06-09T17:32:06,357   writing /tmp/pip-pip-egg-info-9ub4jkhe/cvlearn.egg-info/PKG-INFO
2025-06-09T17:32:06,357   writing dependency_links to /tmp/pip-pip-egg-info-9ub4jkhe/cvlearn.egg-info/dependency_links.txt
2025-06-09T17:32:06,358   writing requirements to /tmp/pip-pip-egg-info-9ub4jkhe/cvlearn.egg-info/requires.txt
2025-06-09T17:32:06,358   writing top-level names to /tmp/pip-pip-egg-info-9ub4jkhe/cvlearn.egg-info/top_level.txt
2025-06-09T17:32:06,359   writing manifest file '/tmp/pip-pip-egg-info-9ub4jkhe/cvlearn.egg-info/SOURCES.txt'
2025-06-09T17:32:06,398   reading manifest file '/tmp/pip-pip-egg-info-9ub4jkhe/cvlearn.egg-info/SOURCES.txt'
2025-06-09T17:32:06,402   writing manifest file '/tmp/pip-pip-egg-info-9ub4jkhe/cvlearn.egg-info/SOURCES.txt'
2025-06-09T17:32:06,512   Preparing metadata (setup.py): finished with status 'done'
2025-06-09T17:32:06,517   Source in /tmp/pip-wheel-90ewt6n4/cvlearn_eaab464cf5c14bfaa6deb8970f9e322e has version 0.3.3, which satisfies requirement cvlearn==0.3.3 from https://files.pythonhosted.org/packages/ad/f0/4ca43733908aaa3d2621bb5c4165c9aba53c0fe75c339c7f7781d11a767b/cvlearn-0.3.3.tar.gz
2025-06-09T17:32:06,518   Removed cvlearn==0.3.3 from https://files.pythonhosted.org/packages/ad/f0/4ca43733908aaa3d2621bb5c4165c9aba53c0fe75c339c7f7781d11a767b/cvlearn-0.3.3.tar.gz from build tracker '/tmp/pip-build-tracker-ssyphpwh'
2025-06-09T17:32:06,523 Created temporary directory: /tmp/pip-unpack-e8ldaxq3
2025-06-09T17:32:06,525 Created temporary directory: /tmp/pip-unpack-b8km_d3u
2025-06-09T17:32:06,525 Building wheels for collected packages: cvlearn
2025-06-09T17:32:06,530   Created temporary directory: /tmp/pip-wheel-oq_enisp
2025-06-09T17:32:06,530   DEPRECATION: Building 'cvlearn' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'cvlearn'. Discussion can be found at https://github.com/pypa/pip/issues/6334
2025-06-09T17:32:06,532   Building wheel for cvlearn (setup.py): started
2025-06-09T17:32:06,533   Destination directory: /tmp/pip-wheel-oq_enisp
2025-06-09T17:32:06,533   Running command python setup.py bdist_wheel
2025-06-09T17:32:07,022   # cvlearn

2025-06-09T17:32:07,023   An easy-to-use package that helps with hand tracking, face detection, and more using OpenCV.

2025-06-09T17:32:07,024   ---

2025-06-09T17:32:07,025   ## Installation

2025-06-09T17:32:07,026   * Use **Python 3.x**
2025-06-09T17:32:07,027   * Open your terminal or command prompt and run:

2025-06-09T17:32:07,028   ```bash
2025-06-09T17:32:07,029   pip install cvlearn
2025-06-09T17:32:07,029   ```

2025-06-09T17:32:07,030   ---

2025-06-09T17:32:07,032   ## Dependencies

2025-06-09T17:32:07,033   * python 3.x
2025-06-09T17:32:07,033   * opencv-python
2025-06-09T17:32:07,034   * numpy
2025-06-09T17:32:07,034   * mediapipe

2025-06-09T17:32:07,035   ---

2025-06-09T17:32:07,037   ## Examples

2025-06-09T17:32:07,038   ### Hand Tracking

2025-06-09T17:32:07,039   ```python
2025-06-09T17:32:07,040   from cvlearn import HandTrackingModule as handTracker
2025-06-09T17:32:07,040   import cv2

2025-06-09T17:32:07,041   cap = cv2.VideoCapture(0)
2025-06-09T17:32:07,042   detector = handTracker.handDetector()

2025-06-09T17:32:07,043   while True:
2025-06-09T17:32:07,043       ret, img = cap.read()
2025-06-09T17:32:07,044       img = detector.findHands(img)

2025-06-09T17:32:07,045       cv2.imshow("Result", img)
2025-06-09T17:32:07,046       cv2.waitKey(1)
2025-06-09T17:32:07,046   ```

2025-06-09T17:32:07,047   **Result:**

2025-06-09T17:32:07,048   ![Hand Tracking](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/handTracking.jpg)

2025-06-09T17:32:07,049   ---

2025-06-09T17:32:07,050   ### Face Detection

2025-06-09T17:32:07,051   ```python
2025-06-09T17:32:07,051   from cvlearn import FaceDetection as faceDetector
2025-06-09T17:32:07,052   import cv2

2025-06-09T17:32:07,053   cap = cv2.VideoCapture(0)
2025-06-09T17:32:07,053   detector = faceDetector.FaceDetector()

2025-06-09T17:32:07,054   while True:
2025-06-09T17:32:07,055       ret, img = cap.read()
2025-06-09T17:32:07,055       img = detector.findFaces(img)

2025-06-09T17:32:07,056       cv2.imshow("Result", img)
2025-06-09T17:32:07,056       cv2.waitKey(1)
2025-06-09T17:32:07,057   ```

2025-06-09T17:32:07,058   **Result:**

2025-06-09T17:32:07,059   ![Face Detection](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/faceDetection.jpg)

2025-06-09T17:32:07,060   **Side View:**

2025-06-09T17:32:07,061   ![Face Side View](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/faceDetection2.jpg)

2025-06-09T17:32:07,062   ---

2025-06-09T17:32:07,063   ### Face Mesh

2025-06-09T17:32:07,064   ```python
2025-06-09T17:32:07,065   from cvlearn import FaceMesh as fms
2025-06-09T17:32:07,065   import cv2

2025-06-09T17:32:07,066   cap = cv2.VideoCapture(0)
2025-06-09T17:32:07,067   detector = fms.FaceMeshDetector()

2025-06-09T17:32:07,068   while True:
2025-06-09T17:32:07,068       ret, img = cap.read()
2025-06-09T17:32:07,069       img, face = detector.findFaceMesh(img)

2025-06-09T17:32:07,070       cv2.imshow("Result", img)
2025-06-09T17:32:07,071       cv2.waitKey(1)
2025-06-09T17:32:07,071   ```

2025-06-09T17:32:07,072   **Result:**

2025-06-09T17:32:07,073   ![Face Mesh](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/faceMesh.jpg)

2025-06-09T17:32:07,074   ---

2025-06-09T17:32:07,075   ### Finger Counting

2025-06-09T17:32:07,076   ```python
2025-06-09T17:32:07,077   from cvlearn import FingerCounter as fc
2025-06-09T17:32:07,077   import cvlearn.HandTrackingModule as handTracker
2025-06-09T17:32:07,078   import cv2

2025-06-09T17:32:07,079   cap = cv2.VideoCapture(0)
2025-06-09T17:32:07,080   detector = handTracker.handDetector(maxHands=1)
2025-06-09T17:32:07,080   counter = fc.FingerCounter()

2025-06-09T17:32:07,082   while True:
2025-06-09T17:32:07,082       ret, frame = cap.read()
2025-06-09T17:32:07,083       frame = cv2.flip(frame, 180)

2025-06-09T17:32:07,084       frame = detector.findHands(frame)
2025-06-09T17:32:07,085       lmList, bbox = detector.findPosition(frame)

2025-06-09T17:32:07,086       if lmList:
2025-06-09T17:32:07,086           frame = counter.drawCountedFingers(frame, lmList, bbox)

2025-06-09T17:32:07,088       cv2.imshow("res", frame)
2025-06-09T17:32:07,088       key = cv2.waitKey(1)
2025-06-09T17:32:07,089       if key == 27:
2025-06-09T17:32:07,089           break

2025-06-09T17:32:07,090   cv2.destroyAllWindows()
2025-06-09T17:32:07,091   ```

2025-06-09T17:32:07,092   **Result:**

2025-06-09T17:32:07,093   ![Finger Counter](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/fingerCounter.jpg)

2025-06-09T17:32:07,094   ---

2025-06-09T17:32:07,095   ### Two Hands Finger Counting

2025-06-09T17:32:07,097   ```python
2025-06-09T17:32:07,097   from cvlearn import TwoHandsFingerCounter as fc
2025-06-09T17:32:07,098   import cv2

2025-06-09T17:32:07,099   cap = cv2.VideoCapture(0)
2025-06-09T17:32:07,100   counter = fc.FingerCounter()

2025-06-09T17:32:07,101   while True:
2025-06-09T17:32:07,102       ret, frame = cap.read()
2025-06-09T17:32:07,102       frame = counter.drawCountedFingers(frame)

2025-06-09T17:32:07,104       cv2.imshow("res", frame)
2025-06-09T17:32:07,104       key = cv2.waitKey(1)
2025-06-09T17:32:07,105       if key == 27:
2025-06-09T17:32:07,105           break

2025-06-09T17:32:07,107   cv2.destroyAllWindows()
2025-06-09T17:32:07,107   ```

2025-06-09T17:32:07,108   **Result:**

2025-06-09T17:32:07,109   ![Two Hands Counter](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/MultipleHandsFingerCounter.jpg)

2025-06-09T17:32:07,110   ---

2025-06-09T17:32:07,111   ### Pose Detection

2025-06-09T17:32:07,112   ```python
2025-06-09T17:32:07,113   import cv2
2025-06-09T17:32:07,113   import cvlearn
2025-06-09T17:32:07,114   from cvlearn import PoseDetector, Utils

2025-06-09T17:32:07,115   cap = cv2.VideoCapture(0)
2025-06-09T17:32:07,115   detector = PoseDetector.PoseDetector(detectionCon=0.5, trackCon=0.5)

2025-06-09T17:32:07,116   while True:
2025-06-09T17:32:07,117       success, img = cap.read()
2025-06-09T17:32:07,117       img = detector.findPose(img)
2025-06-09T17:32:07,118       lmList = detector.findLandmarks(img)

2025-06-09T17:32:07,119       cv2.imshow("Image", img)
2025-06-09T17:32:07,119       if cv2.waitKey(1) & 0xFF == ord('q'):
2025-06-09T17:32:07,120           break

2025-06-09T17:32:07,121   cap.release()
2025-06-09T17:32:07,121   cv2.destroyAllWindows()
2025-06-09T17:32:07,122   ```

2025-06-09T17:32:07,123   **Result:**

2025-06-09T17:32:07,124   ![Pose Detection](https://raw.githubusercontent.com/Tanay-ErrorCode/cvlearn/main/images/poseDetection.jpg)

2025-06-09T17:32:07,405   running bdist_wheel
2025-06-09T17:32:07,542   running build
2025-06-09T17:32:07,542   running build_py
2025-06-09T17:32:07,573   creating build/lib/cvlearn
2025-06-09T17:32:07,575   copying cvlearn/__init__.py -> build/lib/cvlearn
2025-06-09T17:32:07,578   copying cvlearn/FaceDetection.py -> build/lib/cvlearn
2025-06-09T17:32:07,580   copying cvlearn/PoseDetector.py -> build/lib/cvlearn
2025-06-09T17:32:07,582   copying cvlearn/HandTrackingModule.py -> build/lib/cvlearn
2025-06-09T17:32:07,585   copying cvlearn/Utils.py -> build/lib/cvlearn
2025-06-09T17:32:07,587   copying cvlearn/FaceMesh.py -> build/lib/cvlearn
2025-06-09T17:32:07,589   copying cvlearn/TwoHandsFingerCounter.py -> build/lib/cvlearn
2025-06-09T17:32:07,592   copying cvlearn/FingerCounter.py -> build/lib/cvlearn
2025-06-09T17:32:07,625   /usr/local/lib/python3.11/dist-packages/setuptools/_distutils/cmd.py:90: SetuptoolsDeprecationWarning: setup.py install is deprecated.
2025-06-09T17:32:07,625   !!

2025-06-09T17:32:07,626           ********************************************************************************
2025-06-09T17:32:07,627           Please avoid running ``setup.py`` directly.
2025-06-09T17:32:07,627           Instead, use pypa/build, pypa/installer or other
2025-06-09T17:32:07,628           standards-based tools.

2025-06-09T17:32:07,629           By 2025-Oct-31, you need to update your project and remove deprecated calls
2025-06-09T17:32:07,629           or your builds will no longer be supported.

2025-06-09T17:32:07,630           See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
2025-06-09T17:32:07,631           ********************************************************************************

2025-06-09T17:32:07,632   !!
2025-06-09T17:32:07,633     self.initialize_options()
2025-06-09T17:32:07,653   installing to build/bdist.linux-armv7l/wheel
2025-06-09T17:32:07,654   running install
2025-06-09T17:32:07,677   running install_lib
2025-06-09T17:32:07,705   creating build/bdist.linux-armv7l/wheel
2025-06-09T17:32:07,707   creating build/bdist.linux-armv7l/wheel/cvlearn
2025-06-09T17:32:07,709   copying build/lib/cvlearn/__init__.py -> build/bdist.linux-armv7l/wheel/./cvlearn
2025-06-09T17:32:07,711   copying build/lib/cvlearn/FaceDetection.py -> build/bdist.linux-armv7l/wheel/./cvlearn
2025-06-09T17:32:07,713   copying build/lib/cvlearn/PoseDetector.py -> build/bdist.linux-armv7l/wheel/./cvlearn
2025-06-09T17:32:07,715   copying build/lib/cvlearn/HandTrackingModule.py -> build/bdist.linux-armv7l/wheel/./cvlearn
2025-06-09T17:32:07,717   copying build/lib/cvlearn/Utils.py -> build/bdist.linux-armv7l/wheel/./cvlearn
2025-06-09T17:32:07,719   copying build/lib/cvlearn/FaceMesh.py -> build/bdist.linux-armv7l/wheel/./cvlearn
2025-06-09T17:32:07,721   copying build/lib/cvlearn/TwoHandsFingerCounter.py -> build/bdist.linux-armv7l/wheel/./cvlearn
2025-06-09T17:32:07,723   copying build/lib/cvlearn/FingerCounter.py -> build/bdist.linux-armv7l/wheel/./cvlearn
2025-06-09T17:32:07,725   running install_egg_info
2025-06-09T17:32:07,760   running egg_info
2025-06-09T17:32:07,788   writing cvlearn.egg-info/PKG-INFO
2025-06-09T17:32:07,791   writing dependency_links to cvlearn.egg-info/dependency_links.txt
2025-06-09T17:32:07,793   writing requirements to cvlearn.egg-info/requires.txt
2025-06-09T17:32:07,794   writing top-level names to cvlearn.egg-info/top_level.txt
2025-06-09T17:32:07,825   reading manifest file 'cvlearn.egg-info/SOURCES.txt'
2025-06-09T17:32:07,831   writing manifest file 'cvlearn.egg-info/SOURCES.txt'
2025-06-09T17:32:07,832   Copying cvlearn.egg-info to build/bdist.linux-armv7l/wheel/./cvlearn-0.3.3-py3.11.egg-info
2025-06-09T17:32:07,843   running install_scripts
2025-06-09T17:32:07,854   creating build/bdist.linux-armv7l/wheel/cvlearn-0.3.3.dist-info/WHEEL
2025-06-09T17:32:07,856   creating '/tmp/pip-wheel-oq_enisp/cvlearn-0.3.3-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it
2025-06-09T17:32:07,859   adding 'cvlearn/FaceDetection.py'
2025-06-09T17:32:07,860   adding 'cvlearn/FaceMesh.py'
2025-06-09T17:32:07,862   adding 'cvlearn/FingerCounter.py'
2025-06-09T17:32:07,863   adding 'cvlearn/HandTrackingModule.py'
2025-06-09T17:32:07,864   adding 'cvlearn/PoseDetector.py'
2025-06-09T17:32:07,866   adding 'cvlearn/TwoHandsFingerCounter.py'
2025-06-09T17:32:07,868   adding 'cvlearn/Utils.py'
2025-06-09T17:32:07,869   adding 'cvlearn/__init__.py'
2025-06-09T17:32:07,871   adding 'cvlearn-0.3.3.dist-info/METADATA'
2025-06-09T17:32:07,872   adding 'cvlearn-0.3.3.dist-info/WHEEL'
2025-06-09T17:32:07,873   adding 'cvlearn-0.3.3.dist-info/top_level.txt'
2025-06-09T17:32:07,874   adding 'cvlearn-0.3.3.dist-info/RECORD'
2025-06-09T17:32:07,875   removing build/bdist.linux-armv7l/wheel
2025-06-09T17:32:07,991   Building wheel for cvlearn (setup.py): finished with status 'done'
2025-06-09T17:32:07,994   Created wheel for cvlearn: filename=cvlearn-0.3.3-py3-none-any.whl size=10560 sha256=8d35919338c83421573b63f598a120f4a0e58ed38155cfdd3ac14dc2862368a8
2025-06-09T17:32:07,995   Stored in directory: /tmp/pip-ephem-wheel-cache-_5z6sz3n/wheels/f0/dd/db/51653fe2e1327beac8c5ae32e2aab029db56a48f2d6d44264d
2025-06-09T17:32:08,006 Successfully built cvlearn
2025-06-09T17:32:08,010 Removed build tracker: '/tmp/pip-build-tracker-ssyphpwh'