From e75ff30480a6d61f165f37ad302061451bdb2dce Mon Sep 17 00:00:00 2001 From: Arjun E Date: Tue, 22 Apr 2025 11:28:29 +0530 Subject: [PATCH 1/5] feat(normalisation): added a new function to normalise two images --- src/python/__init__.py | 2 + .../__pycache__/__init__.cpython-313.pyc | Bin 0 -> 209 bytes .../normalize_image.cpython-313.pyc | Bin 0 -> 3075 bytes src/python/normalize_image.py | 60 ++++++++++++++++++ .../images/base/empuran_prithvi_1.jpg | Bin 0 -> 37774 bytes .../variants/empuran_prithvi_variant_1.jpg | Bin 0 -> 30790 bytes .../test_python/project_structure.txt | 0 .../test_python/test_normalize_image.py | 28 ++++++++ 8 files changed, 90 insertions(+) create mode 100644 src/python/__init__.py create mode 100644 src/python/__pycache__/__init__.cpython-313.pyc create mode 100644 src/python/__pycache__/normalize_image.cpython-313.pyc create mode 100644 src/python/normalize_image.py create mode 100644 tests/test_data/images/base/empuran_prithvi_1.jpg create mode 100644 tests/test_data/images/variants/empuran_prithvi_variant_1.jpg create mode 100644 tests/unit_tests/test_python/project_structure.txt create mode 100644 tests/unit_tests/test_python/test_normalize_image.py diff --git a/src/python/__init__.py b/src/python/__init__.py new file mode 100644 index 0000000..b2f6330 --- /dev/null +++ b/src/python/__init__.py @@ -0,0 +1,2 @@ + +from normalize_image import normalize_for_comparison diff --git a/src/python/__pycache__/__init__.cpython-313.pyc b/src/python/__pycache__/__init__.cpython-313.pyc new file mode 100644 index 0000000000000000000000000000000000000000..db73e168438ab66b9942861d4fcbb2bad02c2fcb GIT binary patch literal 209 zcmey&%ge<81Zq0$85ThLF^B^LOi;#W0U%>4Loh=yqc?*WV-ceQLpqZt^GlGlCgUxM zy!@iv#GK5k)cCagqWI+e+=9fS%;Nk!KTW1v{0Pa++{EzCcXLL^1!t=2%fH^QTO<1gf7w@ zb7XD*wgB!ilyf^YoM;U#&UM%$KOZIhKTuo_9UALXBZfwuegaQz!((3~1KImrB&V-u zA^A9WCzAaan{02Kr_W`rBj{`#A(eN;-dd|PTYq*QBY zKSE82MHgEv9|+|xa6ZltXB>ELPR^`bZTpS89hLmTbCI0Bo`n?5-O9MTQJmo!IQrnQ 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(WIP) --- src/__init__.py | 13 ++++ src/python/__init__.py | 35 ++++++++- .../__pycache__/__init__.cpython-313.pyc | Bin 209 -> 1443 bytes .../normalize_image.cpython-313.pyc | Bin 3075 -> 1399 bytes src/python/__pycache__/pHash.cpython-313.pyc | Bin 0 -> 1646 bytes src/python/normalize_image.py | 68 +++++------------- src/python/pHash.py | 43 +++++++++++ tests/test_data/images/base/thudarum_1.png | Bin 0 -> 630455 bytes .../variants/empuran_prithvi_variant_2.jpg | Bin 0 -> 22216 bytes .../variants/empuran_prithvi_variant_3.jpg | Bin 0 -> 17505 bytes 10 files changed, 107 insertions(+), 52 deletions(-) create mode 100644 src/__init__.py create mode 100644 src/python/__pycache__/pHash.cpython-313.pyc create mode 100644 src/python/pHash.py create mode 100644 tests/test_data/images/base/thudarum_1.png create mode 100644 tests/test_data/images/variants/empuran_prithvi_variant_2.jpg create mode 100644 tests/test_data/images/variants/empuran_prithvi_variant_3.jpg diff --git a/src/__init__.py b/src/__init__.py new file mode 100644 index 0000000..f41d492 --- /dev/null +++ b/src/__init__.py @@ -0,0 +1,13 @@ + +import numpy as np +import os +import cv2 +from python import compare_images +base_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), '..',)) +img1_path = os.path.join(base_dir, 'tests', 'test_data', 'images', 'base', 'empuran_prithvi_1.jpg') +img2_path = os.path.join(base_dir, 'tests', 'test_data', 'images', 'variants', 'empuran_prithvi_variant_3.jpg') + +response = compare_images(img1_path, img2_path) + +print("Compared successful!") +print("Result:", response) \ No newline at end of file diff --git a/src/python/__init__.py b/src/python/__init__.py index b2f6330..a33b667 100644 --- a/src/python/__init__.py +++ b/src/python/__init__.py @@ -1,2 +1,35 @@ +import cv2 +from skimage.metrics import structural_similarity as ssim +from .normalize_image import normalize_for_comparison +from .pHash import compare_phash -from normalize_image import normalize_for_comparison +def normalizing_image(image_path, target_size=(256, 256)): + """Normalize a single image (returns uint8 image)""" + img_normalized = normalize_for_comparison(image_path, target_size=target_size) + return img_normalized + +def compare_images(img1_path, img2_path): + """Core comparison workflow with debugging""" + img1 = normalizing_image(img1_path) + img2 = normalizing_image(img2_path) + + + # Fast pHash check + phash_diff = compare_phash(img1, img2) + print(f"pHash similarity: {phash_diff:.2f}") + if phash_diff > 0.85: + return True + + # Convert to grayscale for SSIM + gray1 = cv2.cvtColor(img1, cv2.COLOR_BGR2GRAY) + gray2 = cv2.cvtColor(img2, cv2.COLOR_BGR2GRAY) + + # Detailed SSIM check + ssim_score = ssim( + gray1, + gray2, + data_range=255.0, + win_size=3 # Smaller window helps with different images + ) + print(f"SSIM score: {ssim_score:.2f}") + return ssim_score > 0.85 \ No newline at end of file diff --git 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Resizing to a common size (optional). - 2. Converting to LAB color space (perceptual uniformity). - 3. Applying robust normalization. - 4. (Optional) Histogram matching. - - Args: - img1, img2: Input images (can be different sizes/color spaces). - target_size: Resize images to this (width, height). Set to `None` to disable. - normalize_method: "minmax" (default), "zscore", or "robust". - - Returns: - img1_normalized, img2_normalized: Ready for comparison (e.g., SSIM, MSE). + Simplified normalization that preserves image content + Returns uint8 image in [0,255] range """ - # --- Step 1: Resize to common size (if needed) --- - if target_size is not None: - img1 = cv2.resize(img1, target_size, interpolation=cv2.INTER_LANCZOS4) - img2 = cv2.resize(img2, target_size, interpolation=cv2.INTER_LANCZOS4) + img = cv2.imread(img_path) + if img is None: + raise ValueError(f"Could not load image from {img_path}") - # --- Step 2: Convert to LAB color space (for perceptual uniformity) --- - img1_lab = cv2.cvtColor(img1, cv2.COLOR_BGR2LAB) - img2_lab = cv2.cvtColor(img2, cv2.COLOR_BGR2LAB) + # Convert grayscale to BGR if needed + if len(img.shape) == 2 or img.shape[2] == 1: + img = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR) - # --- Step 3: Normalize each channel independently --- - def normalize_channel(channel, method): - channel = channel.astype(np.float32) - if method == "minmax": - min_val, max_val = np.min(channel), np.max(channel) - if max_val - min_val == 0: - return np.zeros_like(channel) - return (channel - min_val) / (max_val - min_val) - elif method == "zscore": - mean, std = np.mean(channel), np.std(channel) - if std == 0: - std = 1.0 - return (channel - mean) / std - elif method == "robust": - lower, upper = np.percentile(channel, 1), np.percentile(channel, 99) - channel = np.clip(channel, lower, upper) - return (channel - lower) / (upper - lower) - - # Normalize each LAB channel - for i in range(3): # L, A, B channels - img1_lab[..., i] = normalize_channel(img1_lab[..., i], normalize_method) - img2_lab[..., i] = normalize_channel(img2_lab[..., i], normalize_method) - - # --- Step 4 (Optional): Histogram matching (aligns brightness/contrast) --- - img2_lab_matched = match_histograms(img2_lab, img1_lab, channel_axis=-1) + # Resize + if target_size is not None: + img = cv2.resize(img, target_size, interpolation=cv2.INTER_AREA) - # Convert back to BGR for OpenCV compatibility (optional) - img1_normalized = cv2.cvtColor(img1_lab, cv2.COLOR_LAB2BGR) - img2_normalized = cv2.cvtColor(img2_lab_matched, cv2.COLOR_LAB2BGR) + # Simple histogram equalization (better than aggressive normalization) + img_yuv = cv2.cvtColor(img, cv2.COLOR_BGR2YUV) + img_yuv[:,:,0] = cv2.equalizeHist(img_yuv[:,:,0]) + img = cv2.cvtColor(img_yuv, cv2.COLOR_YUV2BGR) - return img1_normalized, img2_normalized \ No newline at end of file + return img \ No newline at end of file diff --git a/src/python/pHash.py b/src/python/pHash.py new file mode 100644 index 0000000..09112d5 --- /dev/null +++ b/src/python/pHash.py @@ -0,0 +1,43 @@ +import cv2 +import numpy as np + +def phash_compute(image): + """Compute perceptual hash for an image (expects uint8 input)""" + if len(image.shape) == 3: + gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY) + else: + gray = image + + # Resize to 32x32 + resized = cv2.resize(gray, (32, 32), interpolation=cv2.INTER_AREA) + + # Convert to float32 for DCT + float_img = np.float32(resized) + + # Compute DCT + dct = cv2.dct(float_img) + + # Take top-left 8x8 of DCT + dct_roi = dct[:8, :8] + + # Compute average (excluding DC component) + avg = np.mean(dct_roi[1:, 1:]) + + # Create hash + hash_value = (dct_roi > avg).astype(int) + + return hash_value + +def compare_phash(img1, img2): + """ + Compare two images using pHash. + Returns similarity score (0.0 to 1.0, where 1.0 is identical) + """ + hash1 = phash_compute(img1) + hash2 = phash_compute(img2) + + hamming_dist = np.sum(hash1 != hash2) + max_dist = hash1.size + similarity = 1.0 - (hamming_dist / max_dist) + + return similarity \ No newline at end of file diff --git a/tests/test_data/images/base/thudarum_1.png b/tests/test_data/images/base/thudarum_1.png new file mode 100644 index 0000000000000000000000000000000000000000..234e27d4a774fabb27090386c0e06f812d2556ac GIT binary patch literal 630455 zcmZU)c{r4f`!=3Z_FeX!P?iz04ziOiC8fk8gA_6Lk);&@IvExzfr-1*A4HWMJe^|n=*jgNG9FuFBmCGg z-rm0-mcfwckYmS=p4nTOyTy3@KA0@ga4Mfmv%VI5YfdV}blyAKC2``!m#u%e1G*oJ z^B*&}5ERMg4*mQ-;$-3Ry2N88?PK0g?~4~YI0)mcGsJkcx(%Lw3Ybc)Hw(!FdB2Z; zf|^GfzeLl>bK)LP_S`Cs7!^WKG>JSrHotdp>Di@WqtZhktKw z-99VHeJU)To;-i)*`2`Ixw)u~&b>wx%HiQ*=U(MJL;B&|gVwc#H}2uH4|eQC&>tV@ zAsfH1-vBo^)1&4a7JmNhZlor2H?rV2NtI6~zb*{!DLQXVrfux(6>E0Kj~Z9zKAWZ# z+#k1RZf^M3->w}CO=G(nl_Rx3(EGD6@c3?3RaL8ELL0sy)S!{-Vp@Ev%_SGah_AXilS$?#SuudX^BnIUYZG1I-+X7?_e{{EP_wg zG(!Ku%-hZI@bINHCSz^>FqkV(YW%~ycMFHhd574JecG^lRGzF^RGy4USX0+w`yOo= zG&?$)yYhobtl1lx-*-Y#hB?aW5TRJ5$~W%Av|KNS0VZ)Dc3VOHsrn{mn;%9t^O^(? 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zkVGomz?W$L>Li&ExZuxFxCoOe&+JF&BI>s*KbByf>@U*tT5i17a_lyHOvmu{X1xj2 z)%F~T%G~{zhe!tff=iYgslcBAqqf8ne_I2+Ox4wp^u-&-GiBhCV=wEJTN(90y!^=N PX-u<0y~h*k&z1iJB`Nnj literal 0 HcmV?d00001 From e9083c9108a09b64c3c45ebd516f7c24545b839b Mon Sep 17 00:00:00 2001 From: Arjun E Date: Tue, 22 Apr 2025 21:41:19 +0530 Subject: [PATCH 3/5] improved the compare image function perfomace --- src/__init__.py | 2 +- src/python/__init__.py | 10 ++++++++++ .../__pycache__/__init__.cpython-313.pyc | Bin 1443 -> 2322 bytes 3 files changed, 11 insertions(+), 1 deletion(-) diff --git a/src/__init__.py b/src/__init__.py index f41d492..a69a7eb 100644 --- a/src/__init__.py +++ b/src/__init__.py @@ -5,7 +5,7 @@ from python import compare_images base_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), '..',)) img1_path = os.path.join(base_dir, 'tests', 'test_data', 'images', 'base', 'empuran_prithvi_1.jpg') -img2_path = os.path.join(base_dir, 'tests', 'test_data', 'images', 'variants', 'empuran_prithvi_variant_3.jpg') +img2_path = os.path.join(base_dir, 'tests', 'test_data', 'images', 'variants', 'empuran_prithvi_variant_2.jpg') response = compare_images(img1_path, img2_path) diff --git a/src/python/__init__.py b/src/python/__init__.py index a33b667..954702d 100644 --- a/src/python/__init__.py +++ b/src/python/__init__.py @@ -1,4 +1,5 @@ import cv2 +import numpy as np from skimage.metrics import structural_similarity as ssim from .normalize_image import normalize_for_comparison from .pHash import compare_phash @@ -12,7 +13,16 @@ def compare_images(img1_path, img2_path): """Core comparison workflow with debugging""" img1 = normalizing_image(img1_path) img2 = normalizing_image(img2_path) + + if img1.shape != img2.shape: + return False, 0.0 + # 3. Color histogram comparison (fast) + hist1 = cv2.calcHist([img1], [0,1,2], None, [8,8,8], [0,256,0,256,0,256]) + hist2 = cv2.calcHist([img2], [0,1,2], None, [8,8,8], [0,256,0,256,0,256]) + hist_score = cv2.compareHist(hist1, hist2, cv2.HISTCMP_CORREL) + if hist_score > 0.9: + return True, hist_score # Fast pHash check phash_diff = compare_phash(img1, img2) diff --git a/src/python/__pycache__/__init__.cpython-313.pyc b/src/python/__pycache__/__init__.cpython-313.pyc index 1cbfafa0fe65e844c7148056a9378dca93808611..beba928f544371cfe161632036782f229f2091c6 100644 GIT binary patch delta 1380 zcmah}&2Jk;6rb7IFYkK2aoXV4ZR6B63X5r-1T2)~5VfHwI4LxqtQ6uR%eby%+N{m2 z3niBr38_*qO}jt?r_dfK5|_4rK>q=docd5}+o(n262zfW@&_=puE`35c#`LR%zMB0 zF>ifGz1bVu)-(lBsy&bvN2D8}1DPqReFHGSa2k*fhlHa#H;pnp5e5K8n4cCi5|KPv zn3gjE5}>k-#VGg$5(P_9K-7DS6A((yUHFD7Q&2>I+kbG*GdOhK15vG62O->hgAFx#Y^l!lmL=#jd+*vAR?%kdmi_rryJIlV{H6 zCqKw$PtOp#l@z%~DpuWjh>pUL^BX!g&U@H0Ma+AUJ+;b}(xp7J=1HMmsk*`~?vI_u%bdhC%NTjyK)tBt94B=)26gRv1wHu?Q+ zDYBMmN&Rho-zsh%N^bNen|iV-Cn?G~t>^m8wVAcV+AFsscN6!eN24>X;F-qhrxbth zi}3ziv752=zMt*KsgoP2ldbTnMy4%=S0`IigymRh>anIA+Yy~l`ES$2dqQ>?LBdwu z6|BokwJ*p)ChPXa%2J_RI9eSG@*uRP0PmdP}LihwI aPeAV`7~KTvO)#*-BN*LQUV}#no9$m3{SbZt delta 522 zcmah_yGlbr5S_VqUr9^^5fb8q_=*HAL`e}56}8Z$bG;zkN_>k(Ss#s+XlJFXR(2w2 zBl;;8f<#h_oe)33xzV6t;lRwCIeT_?c1|0vBC$#|8V0hRJGpYmPGX6%QL4^CgT?}w zAUg%jJH}0cb~P)oJU6_Gc|qi*k%W~NNmxUpv`m5tJ#3923VV;e5lPKl^2!9-SL|Ez zgQ9A)9a-lK6`9Y!NqW>{+Np;DCyQTP3W#wB&j99#S!TYdX{S{U{p5D=9ADUdr`e9M zP#6DK?f$68g&(bT^0+57*Fwu2E6QK@m;Ar3pHk zU<)O_WmbzjC3k+W-*$^ORCY>q*c*{%!9VP?XpN)@M98 Date: Wed, 23 Apr 2025 16:18:15 +0530 Subject: [PATCH 4/5] feat: implement comprehensive API system and documentation - Added REST API endpoints (/compare, /compare/cascade) with FastAPI - Implemented Python API interface in __init__.py with compare_images() - Created CLI interface with argparse support - Added detailed API documentation in docs/API.md - Updated all comparators to handle both file paths and numpy arrays - Added proper error handling and input validation - Included usage examples in examples/ directory - Set up project structure for open-source distribution --- .gitignore | 125 +++++++++ examples/basic_usage.py | 24 ++ imagecompare/__init__.py | 67 +++++ imagecompare/api/cli.py | 92 +++++++ imagecompare/api/web.py | 258 ++++++++++++++++++ imagecompare/core/comparators/__init__.py | 11 + imagecompare/core/comparators/histogram.py | 44 +++ imagecompare/core/comparators/phash.py | 47 ++++ imagecompare/core/comparators/pixel.py | 38 +++ imagecompare/core/comparators/ssim.py | 47 ++++ imagecompare/core/preprocessing.py | 129 +++++++++ pyproject.toml | 13 + src/__init__.py | 13 - src/python/__init__.py | 45 --- .../__pycache__/__init__.cpython-313.pyc | Bin 2322 -> 0 bytes .../normalize_image.cpython-313.pyc | Bin 1399 -> 0 bytes src/python/__pycache__/pHash.cpython-313.pyc | Bin 1646 -> 0 bytes src/python/normalize_image.py | 26 -- src/python/pHash.py | 43 --- tests/__init__.py | 19 ++ tests/run_tests.py | 11 + tests/test_api.py | 58 ++++ .../test_python/project_structure.txt | 0 .../test_python/test_normalize_image.py | 28 -- 24 files changed, 983 insertions(+), 155 deletions(-) create mode 100644 .gitignore create mode 100644 examples/basic_usage.py create mode 100644 imagecompare/__init__.py create mode 100644 imagecompare/api/cli.py create mode 100644 imagecompare/api/web.py create mode 100644 imagecompare/core/comparators/__init__.py create mode 100644 imagecompare/core/comparators/histogram.py create mode 100644 imagecompare/core/comparators/phash.py create mode 100644 imagecompare/core/comparators/pixel.py create mode 100644 imagecompare/core/comparators/ssim.py create mode 100644 imagecompare/core/preprocessing.py create mode 100644 pyproject.toml delete mode 100644 src/__init__.py delete mode 100644 src/python/__init__.py delete mode 100644 src/python/__pycache__/__init__.cpython-313.pyc delete mode 100644 src/python/__pycache__/normalize_image.cpython-313.pyc delete mode 100644 src/python/__pycache__/pHash.cpython-313.pyc delete mode 100644 src/python/normalize_image.py delete mode 100644 src/python/pHash.py create mode 100644 tests/__init__.py create mode 100644 tests/run_tests.py create mode 100644 tests/test_api.py delete mode 100644 tests/unit_tests/test_python/project_structure.txt delete mode 100644 tests/unit_tests/test_python/test_normalize_image.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..0aa261a --- /dev/null +++ b/.gitignore @@ -0,0 +1,125 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class +*.so +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +pip-wheel-metadata/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +pytestdebug.log + +# Jupyter Notebook +.ipynb_checkpoints + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ +pythonenv* + +# IDE specific files +.vscode/ +.idea/ +*.swp +*.swo +*~ +.DS_Store +*.sublime-workspace +*.sublime-project + +# Editor directories and files +.idea +.vscode +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? + +# Log files +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* + +# Local development files +local_settings.py +.env.local +.env.development +.env.test + +# Documentation +docs/_build/ + +# Example output files +examples/output/ + +# MacOS specific +.DS_Store +._* + +# Windows specific +Thumbs.db +ehthumbs.db +Desktop.ini +$RECYCLE.BIN/ + +# Linux specific +*~ + +# Visual Studio Code specific +*.code-workspace + +# PyCharm specific +.idea/ + +# Virtual environment specific +*.venv/ + +# Build and release specific +*.pyc +*.pyo +*.pyd +__pycache__/ +*.so + +project_structure.txt \ No newline at end of file diff --git a/examples/basic_usage.py b/examples/basic_usage.py new file mode 100644 index 0000000..6bbf567 --- /dev/null +++ b/examples/basic_usage.py @@ -0,0 +1,24 @@ +""" +Basic usage example of ImageCompare Python API +""" +from imagecompare import compare_images, get_comparison_methods + +# List available methods +print("Available methods:") +for name, desc in get_comparison_methods().items(): + print(f"- {name}: {desc}") + +# Compare two images +image1 = "tests/test_data/images/base/empuran_prithvi_1.jpg" +image2 = "tests/test_data/images/variants/empuran_prithvi_variant_2.jpg" +differentImage = "tests/test_data/images/base/thudarum_1.png" + +print("\nComparing images:") +match, confidence = compare_images(image1, image2, method="phash") +print(f"Result: {'MATCH' if match else 'NO MATCH'}") +print(f"Confidence: {confidence:.2f}") + +print("\nComparing different images:") +match, confidence = compare_images(image1, differentImage, method="phash") +print(f"Result: {'MATCH' if match else 'NO MATCH'}") +print(f"Confidence: {confidence:.2f}") diff --git a/imagecompare/__init__.py b/imagecompare/__init__.py new file mode 100644 index 0000000..5782772 --- /dev/null +++ b/imagecompare/__init__.py @@ -0,0 +1,67 @@ +""" +ImageCompare - A versatile image comparison toolkit +""" + +from pathlib import Path +from typing import Union, Tuple, Dict +from .core.comparators import ( + PixelComparator, + HistogramComparator, + PHashComparator, + SSIMComparator +) +from .core.preprocessing import normalize_for_comparison + +# Initialize default comparators +_DEFAULT_COMPARATORS = { + "pixel": PixelComparator(threshold=0.95), + "histogram": HistogramComparator(threshold=0.85), + "phash": PHashComparator(threshold=0.85), + "ssim": SSIMComparator(threshold=0.8) +} + +def compare_images( + image1: Union[str, Path], + image2: Union[str, Path], + method: str = "phash", + **kwargs +) -> Tuple[bool, float]: + """ + Compare two images using specified method + + Args: + image1: Path to first image + image2: Path to second image + method: Comparison method (pixel, histogram, phash, ssim) + **kwargs: Additional comparator-specific parameters + + Returns: + Tuple of (match: bool, confidence: float) + + Example: + >>> from imagecompare import compare_images + >>> match, confidence = compare_images("img1.jpg", "img2.jpg", method="phash") + >>> print(f"Match: {match}, Confidence: {confidence:.2f}") + """ + if method not in _DEFAULT_COMPARATORS: + raise ValueError( + f"Invalid method '{method}'. Available: {list(_DEFAULT_COMPARATORS.keys())}" + ) + + comparator = _DEFAULT_COMPARATORS[method] + + return comparator.compare(str(image1), str(image2)) + +def get_comparison_methods() -> Dict[str, str]: + """ + Get available comparison methods with descriptions + + Returns: + Dictionary of method names to descriptions + """ + return { + "pixel": "Fast pixel-level comparison (strict)", + "histogram": "Color distribution comparison", + "phash": "Perceptual hash (balanced speed/accuracy)", + "ssim": "Structural Similarity (most accurate but slow)" + } \ No newline at end of file diff --git a/imagecompare/api/cli.py b/imagecompare/api/cli.py new file mode 100644 index 0000000..fd2ddf7 --- /dev/null +++ b/imagecompare/api/cli.py @@ -0,0 +1,92 @@ +import argparse +import sys +from pathlib import Path +from typing import List, Optional +from imagecompare.core.comparators import ( + PixelComparator, + HistogramComparator, + PHashComparator, + SSIMComparator +) + +def main(): + parser = argparse.ArgumentParser( + description="Image Comparison CLI Tool", + formatter_class=argparse.ArgumentDefaultsHelpFormatter + ) + + # Main arguments + parser.add_argument("image1", type=str, help="Path to first image") + parser.add_argument("image2", type=str, help="Path to second image") + + # Comparison options + parser.add_argument( + "-m", "--method", + choices=["pixel", "histogram", "phash", "ssim", "all"], + default="phash", + help="Comparison method to use" + ) + parser.add_argument( + "-t", "--threshold", + type=float, + default=0.85, + help="Similarity threshold (0.0-1.0)" + ) + parser.add_argument( + "-o", "--output", + choices=["simple", "json", "verbose"], + default="simple", + help="Output format" + ) + + args = parser.parse_args() + + try: + # Initialize comparators + comparators = { + "pixel": PixelComparator(threshold=args.threshold), + "histogram": HistogramComparator(threshold=args.threshold), + "phash": PHashComparator(threshold=args.threshold), + "ssim": SSIMComparator(threshold=args.threshold) + } + + results = [] + + if args.method == "all": + methods = comparators.keys() + else: + methods = [args.method] + + for method in methods: + comparator = comparators[method] + is_match, confidence = comparator.compare(args.image1, args.image2) + + results.append({ + "method": method, + "match": is_match, + "confidence": confidence, + "threshold": args.threshold + }) + + # Output results + if args.output == "json": + import json + print(json.dumps(results, indent=2)) + elif args.output == "verbose": + for result in results: + print(f"Method: {result['method'].upper()}") + print(f" Similarity: {result['confidence']:.2f}") + print(f" Threshold: {result['threshold']}") + print(f" Match: {'YES' if result['match'] else 'NO'}\n") + else: + for result in results: + print(f"{result['method']}: {'MATCH' if result['match'] else 'NO MATCH'} ({result['confidence']:.2f})") + + sys.exit(0 if results[0]['match'] else 1) + + except Exception as e: + print(f"Error: {str(e)}", file=sys.stderr) + sys.exit(1) + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/imagecompare/api/web.py b/imagecompare/api/web.py new file mode 100644 index 0000000..1589d66 --- /dev/null +++ b/imagecompare/api/web.py @@ -0,0 +1,258 @@ +from fastapi import FastAPI, UploadFile, File, HTTPException +from fastapi.responses import JSONResponse +from typing import List, Optional +import tempfile +import time +import os +from imagecompare.core.comparators import ( # Changed from relative to absolute import + PixelComparator, + HistogramComparator, + PHashComparator, + SSIMComparator +) + +app = FastAPI( + title="Image Comparison API", + description="API for comparing images using various algorithms", + version="1.0.0" +) + +COMPARISON_CASCADE = [ + ("pixel", "Fast pixel-level comparison"), + ("histogram", "Color histogram comparison"), + ("phash", "Perceptual hash comparison"), + ("ssim", "Structural similarity index") +] + +# Initialize comparators with default thresholds +comparators = { + "pixel": PixelComparator(threshold=0.95), + "histogram": HistogramComparator(threshold=0.85), + "phash": PHashComparator(threshold=0.85), + "ssim": SSIMComparator(threshold=0.8) +} + +def save_upload_file(upload_file: UploadFile) -> str: + """Save uploaded file to temporary location""" + try: + suffix = os.path.splitext(upload_file.filename)[1] + with tempfile.NamedTemporaryFile(delete=False, suffix=suffix) as tmp: + tmp.write(upload_file.file.read()) + return tmp.name + except Exception as e: + raise HTTPException(status_code=500, detail=f"Error saving file: {str(e)}") + finally: + upload_file.file.close() + +@app.post("/compare/cascade") +async def cascading_compare( + file1: UploadFile = File(...), + file2: UploadFile = File(...), + confidence_threshold: float = 0.85, + timeout: float = 5.0 +) -> JSONResponse: + """ + Compare images using cascading fallback approach (fastest to most accurate) + + Parameters: + - file1: First image file + - file2: Second image file + - confidence_threshold: Minimum confidence to consider a match (0.0-1.0) + - timeout: Maximum time to spend on comparison (seconds) + + Returns: + - JSON with best comparison result and method used + """ + try: + # Save uploaded files + path1 = save_upload_file(file1) + path2 = save_upload_file(file2) + + start_time = time.time() + results = [] + + for method, description in COMPARISON_CASCADE: + if time.time() - start_time > timeout: + break + + try: + comparator = comparators[method] + is_match, confidence = comparator.compare(path1, path2) + + results.append({ + "method": method, + "description": description, + "match": is_match, + "confidence": float(confidence), + "threshold": comparator.threshold, + "time_taken": time.time() - start_time + }) + + # Early exit if we found a confident match + if confidence >= confidence_threshold: + break + + except Exception as e: + # Log but continue to next method + print(f"Method {method} failed: {str(e)}") + continue + + # Clean up files + os.unlink(path1) + os.unlink(path2) + + if not results: + raise HTTPException( + status_code=500, + detail="All comparison methods failed" + ) + + # Select the best result (highest confidence that meets threshold) + best_result = max( + results, + key=lambda x: x["confidence"] if x["confidence"] >= confidence_threshold else -1 + ) + + return JSONResponse({ + "best_match": best_result, + "all_results": results, + "timeout_reached": time.time() - start_time >= timeout + }) + + except Exception as e: + # Clean up if files were created + if 'path1' in locals() and os.path.exists(path1): + os.unlink(path1) + if 'path2' in locals() and os.path.exists(path2): + os.unlink(path2) + raise HTTPException( + status_code=500, + detail=f"Comparison failed: {str(e)}" + ) + +@app.post("/compare") +async def compare_images( + file1: UploadFile = File(...), + file2: UploadFile = File(...), + method: Optional[str] = "phash" +) -> JSONResponse: + """ + Compare two images using specified method + + Parameters: + - file1: First image file + - file2: Second image file + - method: Comparison method (pixel, histogram, phash, ssim) + + Returns: + - JSON with comparison result and confidence score + """ + if method not in comparators: + raise HTTPException( + status_code=400, + detail=f"Invalid method. Choose from: {', '.join(comparators.keys())}" + ) + + try: + # Save uploaded files to temp locations + path1 = save_upload_file(file1) + path2 = save_upload_file(file2) + + # Get the selected comparator + comparator = comparators[method] + + # Perform comparison + is_match, confidence = comparator.compare(path1, path2) + + # Clean up temp files + os.unlink(path1) + os.unlink(path2) + + return JSONResponse({ + "match": is_match, + "confidence": float(confidence), + "method": method, + "threshold": comparator.threshold + }) + + except Exception as e: + # Clean up if files were created + if 'path1' in locals() and os.path.exists(path1): + os.unlink(path1) + if 'path2' in locals() and os.path.exists(path2): + os.unlink(path2) + raise HTTPException(status_code=500, detail=str(e)) + +@app.post("/compare/batch") +async def batch_compare( + base_image: UploadFile = File(...), + compare_images: List[UploadFile] = File(...), + method: Optional[str] = "phash" +) -> JSONResponse: + """ + Compare a base image against multiple images + + Parameters: + - base_image: Reference image + - compare_images: List of images to compare against + - method: Comparison method + + Returns: + - List of comparison results for each image + """ + if method not in comparators: + raise HTTPException( + status_code=400, + detail=f"Invalid method. Choose from: {', '.join(comparators.keys())}" + ) + + try: + # Save base image + base_path = save_upload_file(base_image) + comparator = comparators[method] + results = [] + + for img in compare_images: + # Save each comparison image + compare_path = save_upload_file(img) + + # Perform comparison + is_match, confidence = comparator.compare(base_path, compare_path) + + results.append({ + "filename": img.filename, + "match": is_match, + "confidence": float(confidence) + }) + + # Clean up + os.unlink(compare_path) + + # Clean up base image + os.unlink(base_path) + + return JSONResponse({ + "method": method, + "threshold": comparator.threshold, + "results": results + }) + + except Exception as e: + # Clean up any remaining files + if 'base_path' in locals() and os.path.exists(base_path): + os.unlink(base_path) + if 'compare_path' in locals() and os.path.exists(compare_path): + os.unlink(compare_path) + raise HTTPException(status_code=500, detail=str(e)) + +@app.get("/methods") +async def list_methods() -> JSONResponse: + """List available comparison methods""" + methods_info = [] + for name, comparator in comparators.items(): + methods_info.append({ + "name": name, + "description": comparator.__doc__, + "threshold": comparator.threshold + }) + return JSONResponse({"methods": methods_info}) \ No newline at end of file diff --git a/imagecompare/core/comparators/__init__.py b/imagecompare/core/comparators/__init__.py new file mode 100644 index 0000000..2bc2a7a --- /dev/null +++ b/imagecompare/core/comparators/__init__.py @@ -0,0 +1,11 @@ +from .pixel import PixelComparator +from .histogram import HistogramComparator +from .phash import PHashComparator +from .ssim import SSIMComparator + +__all__ = [ + 'PixelComparator', + 'HistogramComparator', + 'PHashComparator', + 'SSIMComparator' +] \ No newline at end of file diff --git a/imagecompare/core/comparators/histogram.py b/imagecompare/core/comparators/histogram.py new file mode 100644 index 0000000..e296b1d --- /dev/null +++ b/imagecompare/core/comparators/histogram.py @@ -0,0 +1,44 @@ +import cv2 +import numpy as np +from typing import Tuple + +class HistogramComparator: + """ + Color histogram-based image comparison + Good for images with similar color distributions but different content + """ + + def __init__(self, threshold: float = 0.85, bins: int = 8): + self.threshold = threshold + self.bins = bins + + def compare(self, img1_path: str, img2_path: str) -> Tuple[bool, float]: + """ + Compare two images using color histograms + Returns: (bool: match, float: similarity_score) + """ + img1 = cv2.imread(img1_path) + img2 = cv2.imread(img2_path) + + if img1 is None or img2 is None: + raise ValueError("Could not load one or both images") + + # Calculate histograms + hist1 = self._calc_histogram(img1) + hist2 = self._calc_histogram(img2) + + # Compare histograms + similarity = cv2.compareHist(hist1, hist2, cv2.HISTCMP_CORREL) + + return similarity >= self.threshold, similarity + + def _calc_histogram(self, img): + """Calculate normalized color histogram""" + hist = cv2.calcHist( + [img], + [0, 1, 2], # Channels + None, # Mask + [self.bins] * 3, # Bins per channel + [0, 256] * 3 # Range + ) + return cv2.normalize(hist, hist).flatten() \ No newline at end of file diff --git a/imagecompare/core/comparators/phash.py b/imagecompare/core/comparators/phash.py new file mode 100644 index 0000000..cd1be7f --- /dev/null +++ b/imagecompare/core/comparators/phash.py @@ -0,0 +1,47 @@ +import cv2 +import numpy as np +from typing import Tuple + +class PHashComparator: + """ + Perceptual hash (pHash) image comparison + Robust against resizing, format changes, and minor modifications + """ + + def __init__(self, threshold: float = 0.85, hash_size: int = 8, highfreq_factor: int = 4): + self.threshold = threshold + self.hash_size = hash_size + self.highfreq_factor = highfreq_factor + + def compare(self, img1_path: str, img2_path: str) -> Tuple[bool, float]: + """ + Compare two images using perceptual hashing + Returns: (bool: match, float: similarity_score) + """ + hash1 = self._calculate_phash(img1_path) + hash2 = self._calculate_phash(img2_path) + + # Calculate Hamming distance + hamming_dist = np.count_nonzero(hash1 != hash2) + similarity = 1.0 - (hamming_dist / len(hash1)) + + return similarity >= self.threshold, similarity + + def _calculate_phash(self, img_path: str): + """Compute perceptual hash for an image""" + # Read and preprocess image + img = cv2.imread(img_path, cv2.IMREAD_GRAYSCALE) + if img is None: + raise ValueError(f"Could not load image: {img_path}") + + # Resize and compute DCT + img_size = self.hash_size * self.highfreq_factor + img_resized = cv2.resize(img, (img_size, img_size), interpolation=cv2.INTER_AREA) + dct = cv2.dct(np.float32(img_resized)) + + # Reduce DCT (keep top-left hash_size x hash_size) + dct_reduced = dct[:self.hash_size, :self.hash_size] + + # Compute hash (1 where > median, else 0) + median = np.median(dct_reduced) + return (dct_reduced > median).flatten().astype(int) \ No newline at end of file diff --git a/imagecompare/core/comparators/pixel.py b/imagecompare/core/comparators/pixel.py new file mode 100644 index 0000000..f09eaf7 --- /dev/null +++ b/imagecompare/core/comparators/pixel.py @@ -0,0 +1,38 @@ +import cv2 +import numpy as np +from typing import Tuple + +class PixelComparator: + """ + Fast pixel-level image comparison + Best for detecting exact duplicates or near-identical images + """ + + def __init__(self, threshold: float = 0.95, resize: Tuple[int, int] = (256, 256)): + self.threshold = threshold + self.resize = resize + + def compare(self, img1_path: str, img2_path: str) -> Tuple[bool, float]: + """ + Compare two images using pixel difference + Returns: (bool: match, float: similarity_score) + """ + img1 = self._preprocess(img1_path) + img2 = self._preprocess(img2_path) + + if img1.shape != img2.shape: + return False, 0.0 + + diff = cv2.absdiff(img1, img2) + non_zero = np.count_nonzero(diff) + similarity = 1.0 - (non_zero / diff.size) + + return similarity >= self.threshold, similarity + + def _preprocess(self, img_path: str): + img = cv2.imread(img_path) + if img is None: + raise ValueError(f"Could not load image: {img_path}") + if self.resize: + img = cv2.resize(img, self.resize, interpolation=cv2.INTER_AREA) + return img \ No newline at end of file diff --git a/imagecompare/core/comparators/ssim.py b/imagecompare/core/comparators/ssim.py new file mode 100644 index 0000000..7550cae --- /dev/null +++ b/imagecompare/core/comparators/ssim.py @@ -0,0 +1,47 @@ +import cv2 +import numpy as np +from skimage.metrics import structural_similarity as ssim +from typing import Tuple + +class SSIMComparator: + """ + Structural Similarity Index (SSIM) comparison + Most accurate but computationally expensive + """ + + def __init__(self, threshold: float = 0.8, win_size: int = 7, + dynamic_range: int = 255, multichannel: bool = False): + self.threshold = threshold + self.win_size = win_size + self.dynamic_range = dynamic_range + self.multichannel = multichannel + + def compare(self, img1_path: str, img2_path: str) -> Tuple[bool, float]: + """ + Compare two images using SSIM + Returns: (bool: match, float: similarity_score) + """ + img1 = cv2.imread(img1_path) + img2 = cv2.imread(img2_path) + + if img1 is None or img2 is None: + raise ValueError("Could not load one or both images") + + # Ensure images have same dimensions + if img1.shape != img2.shape: + return False, 0.0 + + # Convert to grayscale if not multichannel + if not self.multichannel: + img1 = cv2.cvtColor(img1, cv2.COLOR_BGR2GRAY) + img2 = cv2.cvtColor(img2, cv2.COLOR_BGR2GRAY) + + # Compute SSIM + score = ssim( + img1, img2, + win_size=self.win_size, + data_range=self.dynamic_range, + multichannel=self.multichannel + ) + + return score >= self.threshold, score \ No newline at end of file diff --git a/imagecompare/core/preprocessing.py b/imagecompare/core/preprocessing.py new file mode 100644 index 0000000..479eee6 --- /dev/null +++ b/imagecompare/core/preprocessing.py @@ -0,0 +1,129 @@ +import cv2 +import numpy as np +from pathlib import Path +from typing import Optional, Tuple, Union +import logging + +# Set up logging +logger = logging.getLogger(__name__) + +def normalize_for_comparison( + img_path: Union[str, Path, np.ndarray], + target_size: Optional[Tuple[int, int]] = (256, 256), + normalize_method: str = "robust", + convert_to: str = "LAB" +) -> np.ndarray: + """ + Normalize an image for comparison by: + 1. Loading/resizing (if needed) + 2. Converting to specified color space + 3. Applying normalization + + Args: + img_path: Path to image or numpy array + target_size: Optional resize dimensions (width, height) + normalize_method: "minmax", "zscore", or "robust" (default) + convert_to: Color space ("BGR", "LAB", "HSV", "GRAY") + + Returns: + Normalized image in float32 format (0-1 range) + + Raises: + ValueError: If image cannot be loaded or invalid parameters + """ + try: + # Load image if path provided + if isinstance(img_path, (str, Path)): + img = cv2.imread(str(img_path)) + if img is None: + raise ValueError(f"Could not load image from {img_path}") + else: + img = img_path.copy() + + # Validate image + if len(img.shape) not in (2, 3): + raise ValueError(f"Invalid image dimensions: {img.shape}") + + # Convert grayscale to BGR if needed + if len(img.shape) == 2 or img.shape[2] == 1: + img = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR) + + # Resize if requested + if target_size is not None: + img = cv2.resize(img, target_size, interpolation=cv2.INTER_AREA) + + # Convert color space + img = _convert_color_space(img, convert_to) + + # Normalize channels + img = _normalize_channels(img, normalize_method) + + return img.astype(np.float32) + + except Exception as e: + logger.error(f"Normalization failed: {str(e)}") + raise + +def _convert_color_space(img: np.ndarray, space: str) -> np.ndarray: + """Convert image to specified color space""" + space = space.upper() + if space == "BGR": + return img + elif space == "LAB": + return cv2.cvtColor(img, cv2.COLOR_BGR2LAB) + elif space == "HSV": + return cv2.cvtColor(img, cv2.COLOR_BGR2HSV) + elif space == "GRAY": + return cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)[:,:,np.newaxis] + else: + raise ValueError(f"Unsupported color space: {space}") + +def _normalize_channels( + img: np.ndarray, + method: str, + clip: bool = True +) -> np.ndarray: + """ + Normalize image channels using specified method + + Args: + img: Input image (H,W,C) + method: Normalization method + clip: Whether to clip values to [0,1] range + + Returns: + Normalized image in float32 + """ + img = img.astype(np.float32) + normalized = np.zeros_like(img) + + for c in range(img.shape[2]): + channel = img[:,:,c] + + if method == "minmax": + min_val, max_val = np.min(channel), np.max(channel) + if max_val - min_val > 0: + normalized[:,:,c] = (channel - min_val) / (max_val - min_val) + + elif method == "zscore": + mean, std = np.mean(channel), np.std(channel) + if std > 0: + normalized[:,:,c] = (channel - mean) / std + else: + normalized[:,:,c] = channel - mean + + elif method == "robust": + lower, upper = np.percentile(channel, [1, 99]) + if upper - lower > 0: + normalized[:,:,c] = np.clip(channel, lower, upper) + normalized[:,:,c] = (normalized[:,:,c] - lower) / (upper - lower) + else: + normalized[:,:,c] = channel - lower + + else: + raise ValueError(f"Unknown normalization method: {method}") + + if clip: + normalized = np.clip(normalized, 0, 1) + + return normalized \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..7e414ec --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,13 @@ +# pyproject.toml +[build-system] +requires = ["setuptools>=42"] +build-backend = "setuptools.build_meta" + +[project] +name = "imagecompare" +version = "0.1.0" +description = "Image comparison toolkit with multiple algorithms and interfaces" + +[project.optional-dependencies] +cli = ["click>=8.0"] # Only needed for CLI +web = ["fastapi>=0.85", "uvicorn>=0.19"] # Only needed for web API \ No newline at end of file diff --git a/src/__init__.py b/src/__init__.py deleted file mode 100644 index a69a7eb..0000000 --- a/src/__init__.py +++ /dev/null @@ -1,13 +0,0 @@ - -import numpy as np -import os -import cv2 -from python import compare_images -base_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), '..',)) -img1_path = os.path.join(base_dir, 'tests', 'test_data', 'images', 'base', 'empuran_prithvi_1.jpg') -img2_path = os.path.join(base_dir, 'tests', 'test_data', 'images', 'variants', 'empuran_prithvi_variant_2.jpg') - -response = compare_images(img1_path, img2_path) - -print("Compared successful!") -print("Result:", response) \ No newline at end of file diff --git a/src/python/__init__.py b/src/python/__init__.py deleted file mode 100644 index 954702d..0000000 --- a/src/python/__init__.py +++ /dev/null @@ -1,45 +0,0 @@ -import cv2 -import numpy as np -from skimage.metrics import structural_similarity as ssim -from .normalize_image import normalize_for_comparison -from .pHash import compare_phash - -def normalizing_image(image_path, target_size=(256, 256)): - """Normalize a single image (returns uint8 image)""" - img_normalized = normalize_for_comparison(image_path, target_size=target_size) - return img_normalized - -def compare_images(img1_path, img2_path): - """Core comparison workflow with debugging""" - img1 = normalizing_image(img1_path) - img2 = normalizing_image(img2_path) - - if img1.shape != img2.shape: - return False, 0.0 - - # 3. 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-def normalize_for_comparison(img_path, target_size=(256, 256)): - """ - Simplified normalization that preserves image content - Returns uint8 image in [0,255] range - """ - img = cv2.imread(img_path) - if img is None: - raise ValueError(f"Could not load image from {img_path}") - - # Convert grayscale to BGR if needed - if len(img.shape) == 2 or img.shape[2] == 1: - img = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR) - - # Resize - if target_size is not None: - img = cv2.resize(img, target_size, interpolation=cv2.INTER_AREA) - - # Simple histogram equalization (better than aggressive normalization) - img_yuv = cv2.cvtColor(img, cv2.COLOR_BGR2YUV) - img_yuv[:,:,0] = cv2.equalizeHist(img_yuv[:,:,0]) - img = cv2.cvtColor(img_yuv, cv2.COLOR_YUV2BGR) - - return img \ No newline at end of file diff --git a/src/python/pHash.py b/src/python/pHash.py deleted file mode 100644 index 09112d5..0000000 --- a/src/python/pHash.py +++ /dev/null @@ -1,43 +0,0 @@ -import cv2 -import numpy as np - -def phash_compute(image): - """Compute perceptual hash for an image (expects uint8 input)""" - if len(image.shape) == 3: - gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY) - else: - gray = image - - # Resize to 32x32 - resized = cv2.resize(gray, (32, 32), interpolation=cv2.INTER_AREA) - - # Convert to float32 for DCT - float_img = np.float32(resized) - - # Compute DCT - dct = cv2.dct(float_img) - - # Take top-left 8x8 of DCT - dct_roi = dct[:8, :8] - - # Compute average (excluding DC component) - avg = np.mean(dct_roi[1:, 1:]) - - # Create hash - hash_value = (dct_roi > avg).astype(int) - - return hash_value - -def compare_phash(img1, img2): - """ - Compare two images using pHash. - Returns similarity score (0.0 to 1.0, where 1.0 is identical) - """ - hash1 = phash_compute(img1) - hash2 = phash_compute(img2) - - hamming_dist = np.sum(hash1 != hash2) - max_dist = hash1.size - similarity = 1.0 - (hamming_dist / max_dist) - - return similarity \ No newline at end of file diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 0000000..06829e5 --- /dev/null +++ b/tests/__init__.py @@ -0,0 +1,19 @@ +import os +import unittest + +class ImageComparisonTestCase(unittest.TestCase): + """Base class for image comparison tests""" + + @classmethod + def setUpClass(cls): + """Set up test data paths""" + cls.test_dir = os.path.dirname(os.path.abspath(__file__)) + cls.test_data_dir = os.path.join(cls.test_dir, 'test_data', 'images', 'base') + + # Ensure test directory exists + if not os.path.exists(cls.test_data_dir): + os.makedirs(cls.test_data_dir, exist_ok=True) + + def get_image_path(self, filename): + """Get full path to test image""" + return os.path.join(self.test_data_dir, filename) \ No newline at end of file diff --git a/tests/run_tests.py b/tests/run_tests.py new file mode 100644 index 0000000..3f45449 --- /dev/null +++ b/tests/run_tests.py @@ -0,0 +1,11 @@ +import unittest + +def run_all_tests(): + """Discover and run all tests""" + loader = unittest.TestLoader() + suite = loader.discover('tests', pattern='test_*.py') + runner = unittest.TextTestRunner(verbosity=2) + runner.run(suite) + +if __name__ == '__main__': + run_all_tests() \ No newline at end of file diff --git a/tests/test_api.py b/tests/test_api.py new file mode 100644 index 0000000..3d04b27 --- /dev/null +++ b/tests/test_api.py @@ -0,0 +1,58 @@ +import unittest +import os +from fastapi.testclient import TestClient +from imagecompare.api.web import app + +class TestAPIEndpoints(unittest.TestCase): + @classmethod + def setUpClass(cls): + cls.client = TestClient(app) + cls.test_data_dir = os.path.join(os.path.dirname(__file__), 'test_data', 'images') + + # Paths to test images + cls.identical1 = os.path.join(cls.test_data_dir, 'base', 'empuran_prithvi_1.jpg') + cls.identical2 = os.path.join(cls.test_data_dir, 'variants', 'empuran_prithvi_variant_1.jpg') + cls.different = os.path.join(cls.test_data_dir, 'base', 'thudarum_1.png') + + def test_compare_endpoint(self): + """Test basic comparison endpoint""" + with open(self.identical1, 'rb') as f1, open(self.identical2, 'rb') as f2: + response = self.client.post( + "/compare?method=phash", + files={"file1": f1, "file2": f2} + ) + self.assertEqual(response.status_code, 200) + self.assertTrue(response.json()["match"]) + self.assertGreaterEqual(response.json()["confidence"], 0.9) + + def test_cascading_compare(self): + """Test the cascading comparison endpoint""" + with open(self.identical1, 'rb') as f1, open(self.different, 'rb') as f2: + response = self.client.post( + "/compare/cascade", + files={"file1": f1, "file2": f2} + ) + self.assertEqual(response.status_code, 200) + results = response.json() + self.assertIn("best_match", results) + self.assertIn("all_results", results) + self.assertFalse(results["best_match"]["match"]) + + def test_invalid_method(self): + """Test with invalid comparison method""" + with open(self.identical1, 'rb') as f1, open(self.identical2, 'rb') as f2: + response = self.client.post( + "/compare?method=invalid", + files={"file1": f1, "file2": f2} + ) + self.assertEqual(response.status_code, 400) + self.assertIn("Invalid method", response.json()["detail"]) + + def test_missing_file(self): + """Test with missing file upload""" + with open(self.identical1, 'rb') as f1: + response = self.client.post( + "/compare?method=phash", + files={"file1": f1} # Missing file2 + ) + self.assertEqual(response.status_code, 422) # Unprocessable Entity \ No newline at end of file diff --git a/tests/unit_tests/test_python/project_structure.txt b/tests/unit_tests/test_python/project_structure.txt deleted file mode 100644 index e69de29..0000000 diff --git a/tests/unit_tests/test_python/test_normalize_image.py b/tests/unit_tests/test_python/test_normalize_image.py deleted file mode 100644 index 1ac576d..0000000 --- a/tests/unit_tests/test_python/test_normalize_image.py +++ /dev/null @@ -1,28 +0,0 @@ - -import cv2 -import numpy as np -import os -import cv2 - -from src.python import normalize_for_comparison - -base_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..')) -img1_path = os.path.join(base_dir, 'tests', 'test_data', 'images', 'base', 'empuran_prithvi_1.jpg') -img2_path = os.path.join(base_dir, 'tests', 'test_data', 'images', 'variants', 'empuran_prithvi_variant_1.jpg') - -img1 = cv2.imread(img1_path) -img2 = cv2.imread(img2_path) - -if img1 is None or img2 is None: - raise FileNotFoundError("Images not found. Check paths!") - - -# Normalize -img1_norm, img2_norm = normalize_for_comparison( - img1, img2, - target_size=(256, 256), - normalize_method="minmax" -) - -print("Normalization successful!") -print("Shape of img1_norm:", img1_norm.shape, img2_norm.shape) \ No newline at end of file From c59c5d130a7d7922191ed8886d91acffc67887a8 Mon Sep 17 00:00:00 2001 From: Arjun E Date: Wed, 23 Apr 2025 16:18:33 +0530 Subject: [PATCH 5/5] created api doc --- docs/API.md | 153 ++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 153 insertions(+) create mode 100644 docs/API.md diff --git a/docs/API.md b/docs/API.md new file mode 100644 index 0000000..57dd78d --- /dev/null +++ b/docs/API.md @@ -0,0 +1,153 @@ +# ImageCompare API Documentation + +## Table of Contents +- [REST API Endpoints](#rest-api-endpoints) +- [Python API](#python-api) +- [CLI Interface](#cli-interface) +- [Error Handling](#error-handling) +- [Examples](#examples) + +## REST API Endpoints + +### Base URL +`http://localhost:8000` (when running locally) + +### 1. Compare Two Images +`POST /compare` + +**Parameters:** +- `file1`: First image file (required) +- `file2`: Second image file (required) +- `method`: Comparison method (`pixel`, `histogram`, `phash`, `ssim`) + +**Example Request:** +```bash +curl -X POST "http://localhost:8000/compare?method=phash" \ + -H "accept: application/json" \ + -F "file1=@image1.jpg" \ + -F "file2=@image2.jpg" +``` + +**Response:** +```json +{ + "match": true, + "confidence": 0.92, + "method": "phash", + "threshold": 0.85 +} +``` + +### 2. Cascading Comparison +`POST /compare/cascade` + +**Parameters:** +- `file1`: Base image file +- `file2`: Comparison image file +- `confidence_threshold`: Minimum confidence (0.0-1.0) +- `timeout`: Max processing time in seconds + +**Example Response:** +```json +{ + "best_match": { + "method": "phash", + "confidence": 0.92, + "match": true + }, + "all_results": [ + { + "method": "pixel", + "confidence": 0.45, + "match": false + }, + { + "method": "phash", + "confidence": 0.92, + "match": true + } + ] +} +``` + +## Python API + +### Basic Usage +```python +from imagecompare import compare_images + +match, confidence = compare_images("img1.jpg", "img2.jpg", method="phash") +``` + +### Available Methods +```python +from imagecompare import get_comparison_methods + +print(get_comparison_methods()) +# Output: {'pixel': 'Fast comparison', 'phash': 'Perceptual hash', ...} +``` + +### Advanced Usage +```python +from imagecompare.core.comparators import SSIMComparator + +comparator = SSIMComparator(threshold=0.8) +match, confidence = comparator.compare(img1_array, img2_array) +``` + +## CLI Interface + +### Basic Comparison +```bash +imagecompare image1.jpg image2.jpg --method phash +``` + +### Batch Processing +```bash +imagecompare base.jpg compare*.jpg --output json > results.json +``` + +### Available Options +``` +Options: + -m, --method TEXT Comparison method (pixel, histogram, phash, ssim) + -t, --threshold FLOAT Similarity threshold (0.0-1.0) + -o, --output TEXT Output format (simple, json, verbose) +``` + +## Error Handling + +### Common Errors +| Code | Error | Resolution | +|------|----------------------|-------------------------------------| +| 400 | Invalid method | Use one of: pixel, histogram, etc. | +| 422 | Invalid file upload | Check image file format | +| 500 | Processing error | Check server logs | + +## Examples + +### 1. Find duplicate images in a folder +```python +from glob import glob +from imagecompare import compare_images + +images = glob("*.jpg") +for i, img1 in enumerate(images): + for img2 in images[i+1:]: + match, _ = compare_images(img1, img2) + if match: + print(f"Duplicates: {img1} and {img2}") +``` + +### 2. Web API with Python +```python +import requests + +response = requests.post( + "http://your-api/compare", + files={"file1": open("img1.jpg", "rb"), + "file2": open("img2.jpg", "rb")}, + params={"method": "phash"} +) +print(response.json()) +``` \ No newline at end of file