From e853019cf342ab3d37d3d2835223569bdc1be3fb Mon Sep 17 00:00:00 2001 From: Robert Date: Sat, 26 Apr 2025 19:50:24 -0400 Subject: [PATCH] more profiling --- README.md | 2 + Screenshot2025-04-26.png | Bin 0 -> 186930 bytes dedup.py | 144 ++++++++++++++++++++++++--------------- 3 files changed, 92 insertions(+), 54 deletions(-) create mode 100644 Screenshot2025-04-26.png diff --git a/README.md b/README.md index 1b7dcd5..f4681ac 100644 --- a/README.md +++ b/README.md @@ -16,3 +16,5 @@ cd dedup source myenv/bin/activate python debup.py 0.jpg 1.jpg ``` + +[![Image of ScreenShot](Screenshot2025-04-26.png)](Screenshot) diff --git a/Screenshot2025-04-26.png b/Screenshot2025-04-26.png new file mode 100644 index 0000000000000000000000000000000000000000..8592a4fc9037923497e165bcbedea2551cef1c56 GIT binary patch literal 186930 zcmeFYV{|4#*ESm4wlT47JDJ$_#P%KAb~5o~VoYq?w(UFS$@9G5`~5y^oxi77cUM>M zy?Rycu3Ecl@9T>EsVIdAhX)4&0)i+bEv^Cr0rU62pI##GK8IU9BDL zNz|KCLkdcBFS}5+k3nHx-0+n!^y$JTkh#{oh#S;%r6g+cd+F%rCIh@QQc2{ zn+zmUwBY9t47kw$6n8=H#qhuXZxv%0U3OIEe}x!P{Dmp>|JD1i`Uv^|ccGKGax`kF zsFN1TUPPqEe%6265=9=isxdKa%PVD1Q~dKsoNmf{*s^qXX)vT< z;59MSZv`8?VKLz(@@B_s8Q!F98Rui7u>x|O%7SY4_r4t^s`;s6bpXJ z=l2j_mF%wqI7n#g_d>HIq}pJHF+qFM2zIhJ2`iP%{q<)Dg?Mevzk59ljTQ;hDYEkb zEi+(gpQcHz{cR*rZb4VnlJN^RGPz|p`O?g7b-pcBAYkY(zProWv4_jqa95!2q~kD# zMRIx#CZ=)?QX>YOgaPUfKjv~2+w4PT@?Q(DZySOzWA1%Syijy~L3}W%uE^$tQBqP) zWOE_cEJvdRNmGd0*wDQ_UXo|Z6Jce3rK6-dUq}FFAf!7n^cj}oc{Y|*y7m1Rj$lp4`Cj&a%A(EuDt zQKM9__?^cSIg=8LU^Skspg+{@b*J=5dcH0k>7PG;iVF*a&dz8DYCq52+qE05P!|^$ zZC7dot=O}O3)n&!U2ThDXz<5P(c94zVaSuERKel?=A>@q$ln|arf(aGTGvLQ(?s2C&)Ds18%-A3x6ttv7d_y8v3)kK;V=^0b2IW zIf;jwok|Z0;YcS|B%&gW2^PC#s3yZy(S?JAStApNeWIfV)!w7y(}*2NvGRxfLUt+} zruP3U$BbKWrNfEcE3o}bIW02v+s;cP06sJ}lj;8}(&ufnNVI6IFOM92aOL3UZ z^43*v}G8(>SY_UQ{uZs1N^(gmR48Q9HiDJ8M1K$HSe9^KUFVdgsBfV;TZZghQi zgj}L|DKa;q@r53;V(lmJEuUVLI>m`6lg((GxZ~Y8?a;>NIlQPNS|GSQYWcHTDnBRF zlb~BTlD40GWML4?RELvp4Uj|8CVuk`W6Wr|K01Gz{)0pu{XFKpD=!NUclZ>tI5YQc z43h17oqovq9US9+7kk|~ZZlj+Dl&D+-2Y)dbf^$iYn=6knzL(&b}=$THk)*^Ev17bi`(Eau4=Be6a1xF~$ zf*5^qYyNrp@5{s-q@*hw*X7p0XU7=INwkLQgEH}?#|8Pa!l$Z|_GIgEj+l}XG$G-n zc#*P7`MqL9yrri;<@CFdB)?f+Q2}Zak0kGs~kL zhRr5dQ5J&aLhr2B$%B8wOhCd4OOZXBWt5w5AGQzuUBkp8w>b>|;?z=x0{p$PId>SH zhrabeLQVez1b9x4QMy#;;^Xp(nWvq;`#QR~zy2n*g#J2gm?V9mYZYf@p24IQR|@Yq zIq1AZP{`+Tq#XeZEb|WmcHD|m;};V>a|Q}s2plYeu^nTp&#&eBLkjBJ0*`>}@#@M{ zB#WB^h(b1I$4>uTGV!HsI$^?t(dnvAZhy4vkcGqpAEsy5kcJ@&QO4)aYo+|f%yyV< znazL7rtPhWJl>pq4tw^S^_$++xA|h0>88v}T%D+SD(%ZH!vDd??A|E!(bi~*LKk@8 zUw*~tzJ-k6u)ib83g^JI1fCYE`P?+_wRHxT zpar&;rG}%cdQvIN&JH3g3)LV%r09R5C~tdR*gRVL$L}Nd$Is#gg%Tw=#gyie>lZqq z_DxAe(OIAVI?T*8;D=+gtfnba1DV^&U0%2P3BOX*VgPYShkaKx-eDyG{d}SHH0Q`q zr!8g2M; z3#oD_x2jj>V@ z-EiMo&RNy&P)v|{G1&WkEsYikR1G3K@UkVEmV6?4*EWSd7n2j8YQ(@g6*lkOp_k0! 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z1bf$U>i@$yJ!pv|!TjMt>Qv~Z*N$_YAR#y<_A7L6M%F55gyz0Di+`5}Vd~TWvYr7Z9r?`v4IP>3 zi7?UBr66<8a-CqqngJxy>VTl5a)cfb`}8`z_`-dA!v1y@f$EUp0yU zvmANpTbG!4tRX$BL*`E2;^AaeT;ss^>U~N@6B%$1|w01U?J?7ZD^XKfE*lcN^FV|G#Vq ocsU7J|1wTRn-~B8v|l{?1(6sEM_4a|;a*8zT3M=6!YJT>02T_uNB{r; literal 0 HcmV?d00001 diff --git a/dedup.py b/dedup.py index c71f196..f2bb864 100644 --- a/dedup.py +++ b/dedup.py @@ -40,9 +40,41 @@ def exit_handler(signum, frame): # CTRL+C will Exit NOW!!! signal.signal(signal.SIGINT, exit_handler) -def timer(): +def exit_timer(level): end = time.perf_counter() print(f"Execution took {end - start:.4f} seconds") + exit(level) + +class Timer: + def __init__(self, name=None): + self.name = name if name else "Timer" + self.start_time = None + self.end_time = None + + def __enter__(self): + self.start() + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + self.stop() + self.print_result() + + def start(self): + self.start_time = time.perf_counter() + + def stop(self): + self.end_time = time.perf_counter() + + def elapsed(self): + if self.start_time is None: + raise ValueError("Timer has not been started") + if self.end_time is None: + return time.perf_counter() - self.start_time + return self.end_time - self.start_time + + def print_result(self): + elapsed = self.elapsed() + print(f"{self.name}: {elapsed:.6f} seconds") def align_with_downscaling(img1, img2, downscale_factor=4, try_common_rotations=True): """ @@ -60,14 +92,17 @@ def align_with_downscaling(img1, img2, downscale_factor=4, try_common_rotations= rotation_angle: Detected simple rotation (None if not found) """ # 1. First alignment at low resolution - small1 = downscale_image(img1, downscale_factor) - small2 = downscale_image(img2, downscale_factor) - + with Timer("1st alignment at Low Res-Downsaling"): + small1 = downscale_image(img1, downscale_factor) + small2 = downscale_image(img2, downscale_factor) + print("Done downscaling...") + print("Please wait...Rotation starting.") # Get initial alignment at low resolution - _, init_matrix, rotation_angle = align_with_ecc_and_rotation( - small1, small2, try_common_rotations - ) - + with Timer("2nd alignment at Low Res-Rotations"): + _, init_matrix, rotation_angle = align_with_ecc_and_rotation( + small1, small2, try_common_rotations + ) + print("Done rotating low res image...") if init_matrix is None: return img2, None, None # Alignment failed @@ -76,28 +111,32 @@ def align_with_downscaling(img1, img2, downscale_factor=4, try_common_rotations= if rotation_angle is not None: img2 = rotate_image(img2, rotation_angle) - # Scale up the transformation matrix - full_matrix = init_matrix.copy() - full_matrix[:2, 2] *= downscale_factor # Scale translation components - - # Convert images to grayscale for final alignment - gray1 = cv2.cvtColor(img1, cv2.COLOR_BGR2GRAY) - gray2 = cv2.cvtColor(img2, cv2.COLOR_BGR2GRAY) - + with Timer("Scaling translation components"): + # Scale up the transformation matrix + full_matrix = init_matrix.copy() + full_matrix[:2, 2] *= downscale_factor # Scale translation components + print("Done scale-up/transform...") + with Timer("Convert images to grayscale"): + # Convert images to grayscale for final alignment + gray1 = cv2.cvtColor(img1, cv2.COLOR_BGR2GRAY) + gray2 = cv2.cvtColor(img2, cv2.COLOR_BGR2GRAY) + print("Done greyscale alignment...") # Set criteria for final alignment criteria = (cv2.TERM_CRITERIA_EPS | cv2.TERM_CRITERIA_COUNT, 500, 1e-6) - + print("Please wait...ECC initial estimate.") try: - # Run ECC with initial estimate - cc, full_matrix = cv2.findTransformECC( - gray1, gray2, full_matrix, cv2.MOTION_AFFINE, criteria - ) + with Timer("ECC init"): + # Run ECC with initial estimate + cc, full_matrix = cv2.findTransformECC( + gray1, gray2, full_matrix, cv2.MOTION_AFFINE, criteria + ) - # Apply final transformation to color image - aligned_img = cv2.warpAffine( - img2, full_matrix, (img1.shape[1], img1.shape[0]), - flags=cv2.INTER_LINEAR + cv2.WARP_INVERSE_MAP - ) + with Timer("Apply final transformation to color image"): + # Apply final transformation to color image + aligned_img = cv2.warpAffine( + img2, full_matrix, (img1.shape[1], img1.shape[0]), + flags=cv2.INTER_LINEAR + cv2.WARP_INVERSE_MAP + ) return aligned_img, full_matrix, rotation_angle except: @@ -395,47 +434,47 @@ if __name__ == "__main__": file1 = sys.argv[1] file2 = sys.argv[2] - # Quick hashes - hash1 = quick_file_hash(file1) - hash2 = quick_file_hash(file2) + + with Timer("Hashing"): + # Quick hashes + hash1 = quick_file_hash(file1) + hash2 = quick_file_hash(file2) if (hash1 == hash2): print("xxHash found duplicates") print("✅ Perfect match - images are identical") print("No transformation needed") - timer() - exit(1) + exit_timer(1) else: print("Done hashing...") - # Load large images - large_img1 = cv2.imread(file1) # e.g., 4000x3000 pixels - large_img2 = cv2.imread(file2) # e.g., 4000x3000 pixels + with Timer("Loading Images"): + # Load large images + large_img1 = cv2.imread(file1) # e.g., 4000x3000 pixels + large_img2 = cv2.imread(file2) # e.g., 4000x3000 pixels w, h = get_image_dimensions_cv(large_img1) w2, h2 = get_image_dimensions_cv(large_img2) if w == None or w2 == None or h == None or h2 == None: print("Aborting...Invalid Image!") - timer() - exit(8) + exit_timer(8) if w != w2 and w != h2: print("Diffent Resolutions") - timer() - exit(0) + exit_timer(0) if h != h2 and h != w2: print("Diffent Resolutions") - timer() - exit(0) + exit_timer(0) print("Done loading images...") - # Align with downscaling (initially process at 1/4 size) - aligned, matrix, angle = align_with_downscaling( - large_img1, large_img2, - downscale_factor=4, - try_common_rotations=True - ) - print("Done downscaling...") + with Timer("Aligning with downscaling 1/4 size"): + # Align with downscaling (initially process at 1/4 size) + aligned, matrix, angle = align_with_downscaling( + large_img1, large_img2, + downscale_factor=4, + try_common_rotations=True + ) + # Save result # cv2.imwrite('aligned_large.jpg', aligned) @@ -453,12 +492,10 @@ if __name__ == "__main__": if matrix_score == 1.0 and is_score != "scores": print("✅ Perfect Matrix score, should be identical") - timer() - exit(1) - if matrix_score == 0.0 and is_score != "scores": + exit_timer(1) + if matrix_score < 0.3 and is_score != "scores": print("❌ Significant transformation required") - timer() - exit(0) + exit_timer(0) if is_score == "scores": score = find_duplicate_with_rotation(large_img1, aligned) print(f"Score: {score}") @@ -481,8 +518,7 @@ if __name__ == "__main__": print(f"Matrix deviation score: {matrix_score:.4f}") print(f"Decomposed similarity: {decomposed_score:.4f}") print(f"Combined similarity: {combined_score:.4f}") - timer() - exit(exit_code) + exit_timer(exit_code) """ Matrix-based scores are fast but don't consider image content